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+# Codebase Analysis v1.2.md
+
+## Table of Contents / Chapters
+
+### 1. Overview
+- Introduction to Project Velocity and its purpose
+- Core principles and approach
+
+### 2. Architectural Mapping
+- Overall System Architecture (Mermaid diagram)
+- File Dependency Graph (Mermaid diagram)
+- Data Flow Architecture (Mermaid diagram)
+
+### 3. Logic Decomposition
+- Authentication & Authorization
+- CRM Data Model
+- Sentinel Biometric Intelligence
+- Oracle Natural Language Intelligence
+- Catalyst Marketing Orchestration
+- Infrastructure & Deployment
+
+### 4. Connectivity Matrix
+- Component interconnections and data flow
+- Interconnection rationale
+
+### 5. First-Principles Guide
+- Core Concept: AI-Augmented Sales Intelligence
+- Why Real Estate Specifically?
+- Principle 1: Data Sovereignty First
+- Principle 2: Real-Time Perception Matters
+- Principle 3: Intelligence Through Conversation
+- Principle 4: Visual Storytelling Drives Sales
+- Principle 5: Revision Control for Business Logic
+- Design Philosophy: Production-Ready Craft
+- Why This Architecture Succeeds
+
+### 6. API Endpoints Reference
+- Authentication Endpoints
+- CRM Endpoints
+- Analytics Endpoints
+- Oracle AI Intelligence Endpoints
+ - Oracle Canvas Management (v1)
+ - Oracle Template Management
+- Sentinel Biometric Intelligence Endpoints
+- Catalyst Marketing Orchestration Endpoints
+- Vault Trackable Links Endpoints
+- CCTV Surveillance Integration Endpoints
+- Video Scene Mapping Endpoints
+- Marketing Videos Endpoints
+- Mobile Edge Communication Endpoints
+- Inventory Management Endpoints
+- Admin Surface Control Endpoints
+- CRM Canonical Data Endpoints
+- Runtime LLM Endpoints
+- Infrastructure Notes
+
+## Overview
+
+Project Velocity is an on-prem real estate operating system designed for high-value property sales. It combines a premium WebOS, an iPad field app, a FastAPI neural core, ComfyUI-based media generation, and biometric/sentiment-assisted sales intelligence. The system enables brokers to operate at the speed of AI while preserving control, provenance, and safety for customer and revenue-critical data.
+
+This analysis provides a comprehensive understanding of the codebase from first principles, applying the Feynman Technique to distill complex implementations into intuitive concepts.
+
+## Architectural Mapping
+
+### Overall System Architecture
+
+```mermaid
+graph TB
+ subgraph "User Interfaces"
+ WebOS[Velocity WebOS React + TypeScript]
+ iPad[iPad App Swift + MediaPipe]
+ end
+
+ subgraph "Core Backend"
+ FastAPI[FastAPI Neural Core PostgreSQL + JWT Auth]
+ end
+
+ subgraph "AI Services"
+ Oracle[The Oracle Natural Language Intelligence]
+ Sentinel[The Sentinel Biometric Perception Engine]
+ Catalyst[The Catalyst Marketing Campaign Orchestration]
+ Comfy[ComfyUI / Dream Weaver Media Generation]
+ end
+
+ subgraph "Infrastructure"
+ AWS[AWS GPU Workers NVIDIA GPUs]
+ S3[S3 Asset Store Models + Media]
+ Linux[Linux Control Surface On-prem Deployment]
+ end
+
+ WebOS --> FastAPI
+ iPad --> FastAPI
+ FastAPI --> Oracle
+ FastAPI --> Sentinel
+ FastAPI --> Catalyst
+ Catalyst --> Comfy
+ Comfy --> AWS
+ Comfy --> S3
+ FastAPI --> Linux
+
+ style FastAPI fill:#e1f5fe
+ style Oracle fill:#f3e5f5
+ style Sentinel fill:#e8f5e8
+ style Catalyst fill:#fff3e0
+```
+
+### File Dependency Graph
+
+```mermaid
+graph TD
+ subgraph "Frontend (React/Vite)"
+ App[App.tsx Routing & Auth]
+ Store[useStore.ts Zustand State]
+ Components[Components/ Modules & UI]
+ API[api.ts HTTP Client]
+ end
+
+ subgraph "Backend (FastAPI)"
+ Main[main.py App Entry]
+ Routers[routers/ API Endpoints]
+ Services[services/ Business Logic]
+ DB[db/ Schema & Pool]
+ Auth[auth/ JWT & Users]
+ Oracle[oracle/ AI Intelligence]
+ end
+
+ subgraph "AI Infrastructure"
+ Comfy[comfy_engine/ Media Generation]
+ Models[models/ AI Models]
+ Prompts[nemoclaw_prompts/ LLM Templates]
+ end
+
+ subgraph "Deployment"
+ Infra[infrastructure/ Linux + AWS]
+ Agents[agents/ Orchestration]
+ end
+
+ App --> API
+ API --> Main
+ Main --> Routers
+ Routers --> Services
+ Services --> DB
+ Services --> Auth
+ Services --> Oracle
+ Oracle --> Prompts
+ Comfy --> Infra
+ Infra --> Agents
+
+ style Main fill:#e3f2fd
+ style Oracle fill:#fce4ec
+```
+
+### Data Flow Architecture
+
+```mermaid
+flowchart LR
+ User[User Input] --> UI[WebOS/iPad UI]
+ UI --> API[FastAPI Endpoints]
+ API --> Auth[JWT Authentication]
+ API --> Policy[Policy Engine Authorization]
+ API --> LLM[Nemoclaw LLM Reasoning & Planning]
+ LLM --> Query[SQL Generation Safe Queries]
+ Query --> DB[(PostgreSQL CRM + Intelligence)]
+ DB --> Results[Query Results]
+ Results --> Viz[Visualization Components]
+ Viz --> Canvas[Oracle Canvas Persistent Views]
+ Canvas --> UI
+
+ Sentinel[Sentinel Biometric] --> WS[WebSocket Real-time]
+ WS --> Perception[Face Analysis MediaPipe]
+ Perception --> QD[QD Scoring NemoClaw]
+ QD --> DB
+
+ Catalyst[Catalyst Marketing] --> Comfy[ComfyUI Media Generation]
+ Comfy --> S3[S3 Assets]
+ Comfy --> GPU[AWS GPUs]
+
+ style DB fill:#fff9c4
+ style LLM fill:#e8f5e8
+ style Comfy fill:#fce4ec
+```
+
+## Logic Decomposition
+
+### Authentication & Authorization
+
+**What:** Secure access control for all system functions
+**How:** JWT tokens with role-based permissions (ADMIN, SALES_DIRECTOR, SENIOR_BROKER, JUNIOR_BROKER)
+**Why:** Real estate involves sensitive client data; strict access prevents unauthorized sales interference
+
+**Key Implementation:**
+- `backend/auth/dependencies.py`: JWT validation, user extraction, role enforcement
+- `main.py`: Login endpoint with password hashing, user profile management
+- Role hierarchy prevents junior brokers from approving high-value deals
+
+### CRM Data Model
+
+**What:** Canonical client and interaction records
+**How:** PostgreSQL schema with leads, contacts, opportunities, interactions
+**Why:** Real estate sales require accurate pipeline tracking and relationship history
+
+**Key Tables:**
+- `leads_intelligence`: Core lead data with QD scores and tags
+- `omnichannel_logs`: All interactions (calls, emails, visits) with timestamps
+- `crm_people/crm_leads`: Structured client relationships and deal stages
+
+### Sentinel Biometric Intelligence
+
+**What:** Real-time visitor sentiment analysis for showroom engagement
+**How:** Browser webcam + MediaPipe face landmarking → blend shapes → QD scoring
+**Why:** Human emotion drives buying decisions; AI detects subtle cues brokers miss
+
+**Execution Flow:**
+1. Browser captures video stream
+2. MediaPipe extracts facial landmarks (68 points)
+3. Blend shapes calculated (brow furrow, smile intensity, etc.)
+4. NemoClaw LLM scores 1-100 QD (Qualification Desire)
+5. Real-time dashboard updates for brokers
+
+**Key Decision:** Browser-side processing preserves privacy (no video leaves client device)
+
+### Oracle Natural Language Intelligence
+
+**What:** AI-powered data analysis through conversational queries
+**How:** Natural language → SQL planning → visualization components → canvas
+**Why:** Brokers shouldn't need SQL knowledge; AI translates business questions to insights
+
+**Architecture Layers:**
+- **Prompt Orchestrator:** Decomposes complex requests into sub-queries
+- **Natural DB Agent:** Schema introspection + safe SQL generation
+- **Canvas Service:** Persistent visual workspaces with revision history
+- **Collaboration:** Fork/merge workflows for team coordination
+
+**Why Canvas?** Unlike transient chat responses, canvases persist as living documents
+
+### Catalyst Marketing Orchestration
+
+**What:** Automated campaign creation and asset generation
+**How:** Meta Ads API integration + ComfyUI media workflows
+**Why:** Luxury real estate needs high-quality visuals; manual creation is too slow
+
+**Workflow:**
+1. Campaign parameters → Meta API calls
+2. Creative assets → ComfyUI (Dream Weaver, Wan 2.2, Qwen poster generation)
+3. GPU processing on AWS → S3 storage
+4. Performance tracking back to CRM
+
+### Infrastructure & Deployment
+
+**What:** Production-ready on-prem + cloud hybrid deployment
+**How:** Linux control surface + AWS GPU workers + stable ingress
+**Why:** Real estate firms demand data sovereignty; cloud-only solutions unacceptable
+
+**Key Components:**
+- **Ingress:** Caddy on EC2 t4g.micro with TLS termination
+- **Backend:** Linux systemd services for FastAPI, ComfyUI, LLM runtime
+- **GPU:** AWS managed instances for media generation
+- **Assets:** S3 for model storage, NVMe for fast access
+
+## Connectivity Matrix
+
+| Component | Inputs | Outputs | Dependencies | Protocols |
+|-----------|--------|---------|--------------|-----------|
+| WebOS Frontend | User actions, API responses | UI renders, API calls | FastAPI backend | HTTP/WS, JWT |
+| iPad App | Camera feeds, user input | Biometric data, inventory scans | FastAPI backend | HTTP/WS |
+| FastAPI Core | API requests, WS connections | DB queries, AI responses | PostgreSQL, Redis (future) | SQL, HTTP |
+| Oracle Engine | Natural language prompts | Canvas components | NemoClaw LLM, PostgreSQL | Internal API |
+| Sentinel Engine | Webcam streams | QD scores, alerts | MediaPipe, NemoClaw | WS real-time |
+| Catalyst Engine | Campaign specs | Ad creatives, assets | Meta API, ComfyUI | HTTP, S3 |
+| ComfyUI | Generation requests | Images/videos | GPU workers, S3 | Internal queue |
+| PostgreSQL | SQL queries | Structured data | - | SQL |
+| AWS GPUs | Media jobs | Generated assets | ComfyUI workflows | SSH/tunnel |
+
+**Interconnection Rationale:**
+- **WebOS ↔ Backend:** Thin client architecture; all business logic server-side for security
+- **Backend ↔ AI Services:** Modular design; each AI component (Oracle, Sentinel, Catalyst) operates independently but shares auth/policy
+- **AI Services ↔ DB:** Direct SQL access with row-level security; no ORM abstraction to maintain performance
+- **Infrastructure:** Hybrid on-prem/cloud; sensitive data stays on-prem, compute-intensive tasks use cloud GPUs
+
+## First-Principles Guide
+
+### Core Concept: AI-Augmented Sales Intelligence
+
+At its foundation, Project Velocity operates on the principle that human sales professionals excel at relationship-building and deal-closing, while AI excels at pattern recognition, data synthesis, and repetitive analysis. The system doesn't replace brokers—it amplifies their capabilities by providing real-time insights they couldn't otherwise access.
+
+**Why Real Estate Specifically?**
+- High-value transactions ($M+ deals) with long sales cycles (months)
+- Emotional decision-making influenced by subtle cues
+- Complex data relationships (properties, buyers, markets, timing)
+- Regulatory compliance requirements
+- Need for visual storytelling (luxury properties)
+
+### Principle 1: Data Sovereignty First
+
+**Fundamental Truth:** Real estate firms own their client relationships. Project Velocity runs on-premise or in tenant-controlled cloud to maintain this ownership.
+
+**Implementation:** Linux-based deployment with optional AWS GPU extensions. All client data remains within tenant boundaries; only anonymous model requests leave for AI processing.
+
+### Principle 2: Real-Time Perception Matters
+
+**Fundamental Truth:** Buying decisions happen in moments of emotional connection. Project Velocity captures these moments through biometric analysis.
+
+**Implementation:** Sentinel uses facial expression analysis to score "Qualification Desire" (QD) on a 1-100 scale, alerting brokers to engagement spikes during property tours.
+
+### Principle 3: Intelligence Through Conversation
+
+**Fundamental Truth:** Sales professionals think in business terms, not database queries. The Oracle translates natural language into structured analytics.
+
+**Implementation:** Users ask "Show me whale leads from Dubai this quarter" and receive visual dashboards. The system plans safe SQL queries, executes them, and renders results as persistent canvas components.
+
+### Principle 4: Visual Storytelling Drives Sales
+
+**Fundamental Truth:** Luxury properties sell through aspiration and emotion. AI-generated media must be photorealistic and brand-consistent.
+
+**Implementation:** ComfyUI workflows (Dream Weaver, Wan 2.2) create property visualizations. Catalyst orchestrates campaigns with generated assets automatically uploaded to Meta Ads.
+
+### Principle 5: Revision Control for Business Logic
+
+**Fundamental Truth:** Sales strategies evolve through collaboration and iteration. Oracle canvases use Git-like branching for analytical workflows.
+
+**Implementation:** Canvas pages support forks, merge requests, and revision history. Brokers can experiment with analysis approaches without breaking production views.
+
+### Design Philosophy: Production-Ready Craft
+
+Project Velocity follows "experienced engineer" principles:
+- **Error Handling:** No silent failures; all errors surface useful messages
+- **Type Safety:** TypeScript frontend, typed Python backend
+- **Performance:** Async everywhere, connection pooling, efficient queries
+- **Security:** JWT auth, role-based access, input validation
+- **Observability:** Structured logging, health checks, WebSocket monitoring
+- **Maintainability:** Clear separation of concerns, comprehensive documentation
+
+### Why This Architecture Succeeds
+
+1. **Modular AI Services:** Each intelligence component (Oracle, Sentinel, Catalyst) operates independently, allowing incremental improvement and specialized optimization.
+
+2. **Hybrid Infrastructure:** Combines on-prem reliability with cloud scalability. Sensitive CRM data stays local; compute-intensive media generation uses managed GPUs.
+
+3. **Real-Time Integration:** WebSockets enable live updates across all surfaces. Brokers see lead scoring changes instantly, dashboard metrics update in real-time.
+
+4. **Business Logic in Code:** Revenue-critical workflows (lead qualification, campaign approval, deal closing) are explicit code paths, not AI hallucinations.
+
+5. **User-Centric Design:** The WebOS feels like a native application, not a bolted-on AI interface. Familiar patterns (canvases, dashboards, forms) reduce training time.
+
+This architecture transforms real estate sales from intuition-driven processes into data-augmented, AI-accelerated operations while preserving the human elements that drive luxury transactions.
+
+## API Endpoints Reference
+
+This section provides a comprehensive catalog of all API endpoints exposed by the Project Velocity backend, organized by functional module. Each endpoint includes the HTTP method, URI path, absolute HTTPS URL, and a brief description of its functionality. This serves as the definitive source of truth for the project's routing and interface architecture.
+
+### Authentication Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/auth/login | https://velocity.desineuron.in/api/auth/login | Authenticate a user with email/password and return JWT token |
+| GET | /api/auth/me | https://velocity.desineuron.in/api/auth/me | Get current authenticated user's profile information |
+| GET | /api/auth/users | https://velocity.desineuron.in/api/auth/users | List all active users in the system |
+| POST | /api/auth/profile/avatar | https://velocity.desineuron.in/api/auth/profile/avatar | Upload and update user's profile avatar image |
+
+### CRM Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/leads | https://velocity.desineuron.in/api/leads | List leads with pagination and filtering |
+| GET | /api/leads/{lead_id} | https://velocity.desineuron.in/api/leads/{lead_id} | Get detailed information for a specific lead |
+| GET | /api/kanban/board | https://velocity.desineuron.in/api/kanban/board | Retrieve the kanban board view of leads by stage |
+| GET | /api/chat-logs | https://velocity.desineuron.in/api/chat-logs | List chat logs for leads with optional lead filtering |
+| GET | /api/leads/demographics | https://velocity.desineuron.in/api/leads/demographics | Get demographic analytics for leads (source, qualification) |
+
+### Analytics Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/analytics/sentiment-scatter | https://velocity.desineuron.in/api/analytics/sentiment-scatter | Get scatter plot data for sentiment analysis |
+
+### Oracle AI Intelligence Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/oracle/health | https://velocity.desineuron.in/api/oracle/health | Check Oracle system health and MCP tool availability |
+| GET | /api/oracle/data-health | https://velocity.desineuron.in/api/oracle/data-health | Get data health metrics for database tables |
+| GET | /api/oracle/schema-catalog | https://velocity.desineuron.in/api/oracle/schema-catalog | Retrieve schema catalog for database introspection |
+| POST | /api/oracle/query | https://velocity.desineuron.in/api/oracle/query | Execute natural language query against database |
+| GET | /api/oracle/mcp/tools | https://velocity.desineuron.in/api/oracle/mcp/tools | List available MCP tools for execution |
+| POST | /api/oracle/mcp/execute | https://velocity.desineuron.in/api/oracle/mcp/execute | Execute an MCP tool with given query |
+| POST | /api/oracle/workflow/preview | https://velocity.desineuron.in/api/oracle/workflow/preview | Preview workflow plan for a natural language prompt |
+
+#### Oracle Canvas Management (v1)
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/oracle/v1/canvas/pages | https://velocity.desineuron.in/api/oracle/v1/canvas/pages | Create a new Oracle canvas page |
+| GET | /api/oracle/v1/canvas/pages | https://velocity.desineuron.in/api/oracle/v1/canvas/pages | List user's Oracle canvas pages |
+| GET | /api/oracle/v1/canvas/pages/{page_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id} | Get a specific canvas page |
+| PUT | /api/oracle/v1/canvas/pages/{page_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id} | Update a canvas page |
+| DELETE | /api/oracle/v1/canvas/pages/{page_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id} | Delete a canvas page |
+| POST | /api/oracle/v1/canvas/pages/{page_id}/fork | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/fork | Create a fork of a canvas page |
+| POST | /api/oracle/v1/canvas/pages/{page_id}/merge | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/merge | Merge changes into a canvas page |
+| GET | /api/oracle/v1/canvas/pages/{page_id}/revisions | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions | List revisions for a canvas page |
+| POST | /api/oracle/v1/canvas/pages/{page_id}/revisions | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions | Create new revision for a canvas page |
+| GET | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id} | Get specific revision |
+| PUT | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id} | Update a revision |
+| DELETE | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id} | Delete a revision |
+| GET | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components | List components in a revision |
+| POST | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components | Add component to revision |
+| PUT | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components/{component_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components/{component_id} | Update component |
+| DELETE | /api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components/{component_id} | https://velocity.desineuron.in/api/oracle/v1/canvas/pages/{page_id}/revisions/{revision_id}/components/{component_id} | Delete component |
+
+#### Oracle Template Management
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/oracle/template-chapters | https://velocity.desineuron.in/api/oracle/template-chapters | List Oracle template chapters |
+| POST | /api/oracle/template-chapters | https://velocity.desineuron.in/api/oracle/template-chapters | Create new template chapter |
+| GET | /api/oracle/template-subchapters | https://velocity.desineuron.in/api/oracle/template-subchapters | List Oracle template subchapters |
+| POST | /api/oracle/template-subchapters | https://velocity.desineuron.in/api/oracle/template-subchapters | Create new template subchapter |
+| GET | /api/oracle/component-templates | https://velocity.desineuron.in/api/oracle/component-templates | List Oracle component templates |
+| POST | /api/oracle/component-templates | https://velocity.desineuron.in/api/oracle/component-templates | Create new component template |
+| GET | /api/oracle/component-templates/{template_id} | https://velocity.desineuron.in/api/oracle/component-templates/{template_id} | Get specific component template |
+| POST | /api/oracle/component-templates/{template_id}/seed | https://velocity.desineuron.in/api/oracle/component-templates/{template_id}/seed | Add seed example to template |
+| GET | /api/oracle/component-templates/{template_id}/seed | https://velocity.desineuron.in/api/oracle/component-templates/{template_id}/seed | List seed examples for template |
+| POST | /api/oracle/component-templates/synthetic-jobs | https://velocity.desineuron.in/api/oracle/component-templates/synthetic-jobs | Submit synthetic template generation job |
+
+### Sentinel Biometric Intelligence Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| WebSocket | /api/sentinel/ws/notifications | wss://velocity.desineuron.in/api/sentinel/ws/notifications | Real-time notifications WebSocket |
+| WebSocket | /api/sentinel/ws/perception | wss://velocity.desineuron.in/api/sentinel/ws/perception | Biometric perception data WebSocket |
+| POST | /api/sentinel/consent | https://velocity.desineuron.in/api/sentinel/consent | Record biometric consent for lead |
+| POST | /api/sentinel/session/complete | https://velocity.desineuron.in/api/sentinel/session/complete | Close a perception session and finalize QD score |
+| POST | /api/sentinel/tag-lead | https://velocity.desineuron.in/api/sentinel/tag-lead | Apply NemoClaw lead tagging to CRM lead |
+| GET | /api/sentinel/qd-score/{lead_id} | https://velocity.desineuron.in/api/sentinel/qd-score/{lead_id} | Get current QD score for a lead |
+
+### Catalyst Marketing Orchestration Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/catalyst/campaigns/create | https://velocity.desineuron.in/api/catalyst/campaigns/create | Bulk create Meta ad campaigns |
+| POST | /api/catalyst/creative/sync | https://velocity.desineuron.in/api/catalyst/creative/sync | Upload ComfyUI assets to Meta |
+| GET | /api/catalyst/insights/realtime | https://velocity.desineuron.in/api/catalyst/insights/realtime | Poll Meta Ads Insights API |
+| POST | /api/catalyst/audiences/lookalike | https://velocity.desineuron.in/api/catalyst/audiences/lookalike | Push CRM leads to Meta Custom Audience |
+| POST | /api/catalyst/auth/meta | https://velocity.desineuron.in/api/catalyst/auth/meta | OAuth token acquisition for Meta |
+
+### Vault Trackable Links Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/vault/generate-link | https://velocity.desineuron.in/api/vault/generate-link | Generate trackable URL for shared asset |
+| GET | /vault/{tracking_hash} | https://velocity.desineuron.in/vault/{tracking_hash} | Public access to trackable vault link (no auth required) |
+
+### CCTV Surveillance Integration Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/cctv/event | https://velocity.desineuron.in/api/cctv/event | Ingest CCTV frame event from RTSP/ONVIF bridge |
+| POST | /api/cctv/finalize-auto-mode | https://velocity.desineuron.in/api/cctv/finalize-auto-mode | Match or create lead after auto-mode session |
+
+### Video Scene Mapping Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/scenes/upload | https://velocity.desineuron.in/api/scenes/upload | Upload CSV scene map for marketing video |
+| GET | /api/scenes/{video_asset_id} | https://velocity.desineuron.in/api/scenes/{video_asset_id} | Get scene map for specific video asset |
+
+### Marketing Videos Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/videos/marketing | https://velocity.desineuron.in/api/videos/marketing | List marketing videos available for Sentinel sessions |
+
+### Mobile Edge Communication Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/mobile-edge/events | https://velocity.desineuron.in/api/mobile-edge/events | List communication events for a lead |
+| POST | /api/mobile-edge/events | https://velocity.desineuron.in/api/mobile-edge/events | Log new communication event |
+| GET | /api/mobile-edge/memory | https://velocity.desineuron.in/api/mobile-edge/memory | List memory facts for a lead |
+| POST | /api/mobile-edge/imports | https://velocity.desineuron.in/api/mobile-edge/imports | Operator-assisted import of recording/note |
+| POST | /api/mobile-edge/notes | https://velocity.desineuron.in/api/mobile-edge/notes | Quick note attachment to lead |
+| GET | /api/mobile-edge/calendar | https://velocity.desineuron.in/api/mobile-edge/calendar | Calendar events for authenticated user |
+| POST | /api/mobile-edge/calendar | https://velocity.desineuron.in/api/mobile-edge/calendar | Create calendar event |
+| PATCH | /api/mobile-edge/calendar/{calendar_event_id} | https://velocity.desineuron.in/api/mobile-edge/calendar/{calendar_event_id} | Update calendar event |
+| DELETE | /api/mobile-edge/calendar/{calendar_event_id} | https://velocity.desineuron.in/api/mobile-edge/calendar/{calendar_event_id} | Cancel calendar event |
+| GET | /api/mobile-edge/transcripts/{event_id} | https://velocity.desineuron.in/api/mobile-edge/transcripts/{event_id} | Transcript segments for event |
+| GET | /api/mobile-edge/insights/{lead_id} | https://velocity.desineuron.in/api/mobile-edge/insights/{lead_id} | Insight recommendations for lead |
+| POST | /api/mobile-edge/insights/{recommendation_id}/act | https://velocity.desineuron.in/api/mobile-edge/insights/{recommendation_id}/act | Act on or dismiss insight |
+| GET | /api/mobile-edge/alerts | https://velocity.desineuron.in/api/mobile-edge/alerts | Active alerts for authenticated user |
+| POST | /api/mobile-edge/session | https://velocity.desineuron.in/api/mobile-edge/session | Register surface session heartbeat |
+
+### Inventory Management Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/inventory/import-batches | https://velocity.desineuron.in/api/inventory/import-batches | Create inventory import batch |
+| GET | /api/inventory/import-batches | https://velocity.desineuron.in/api/inventory/import-batches | List import batches |
+| GET | /api/inventory/import-batches/{batch_id} | https://velocity.desineuron.in/api/inventory/import-batches/{batch_id} | Get batch status |
+| POST | /api/inventory/properties | https://velocity.desineuron.in/api/inventory/properties | Create single property |
+| GET | /api/inventory/properties | https://velocity.desineuron.in/api/inventory/properties | List inventory properties |
+| GET | /api/inventory/properties/{property_id} | https://velocity.desineuron.in/api/inventory/properties/{property_id} | Get property details |
+| PATCH | /api/inventory/properties/{property_id} | https://velocity.desineuron.in/api/inventory/properties/{property_id} | Update property |
+| DELETE | /api/inventory/properties/{property_id} | https://velocity.desineuron.in/api/inventory/properties/{property_id} | Archive property |
+| POST | /api/inventory/properties/{property_id}/media | https://velocity.desineuron.in/api/inventory/properties/{property_id}/media | Attach media to property |
+| GET | /api/inventory/properties/{property_id}/media | https://velocity.desineuron.in/api/inventory/properties/{property_id}/media | List media for property |
+| DELETE | /api/inventory/media/{media_asset_id} | https://velocity.desineuron.in/api/inventory/media/{media_asset_id} | Remove media asset |
+
+### Admin Surface Control Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| GET | /api/admin-surface/health | https://velocity.desineuron.in/api/admin-surface/health | System health overview |
+| GET | /api/admin-surface/queues | https://velocity.desineuron.in/api/admin-surface/queues | Queue depth snapshot |
+| GET | /api/admin-surface/installs | https://velocity.desineuron.in/api/admin-surface/installs | Surface session/install overview |
+| POST | /api/admin-surface/actions | https://velocity.desineuron.in/api/admin-surface/actions | Submit admin action |
+| GET | /api/admin-surface/actions | https://velocity.desineuron.in/api/admin-surface/actions | List admin action history |
+| GET | /api/admin-surface/actions/{action_event_id} | https://velocity.desineuron.in/api/admin-surface/actions/{action_event_id} | Get specific admin action |
+| GET | /api/admin-surface/logs | https://velocity.desineuron.in/api/admin-surface/logs | Recent Oracle audit event log |
+| GET | /api/admin-surface/templates | https://velocity.desineuron.in/api/admin-surface/templates | Template catalog admin view |
+| POST | /api/admin-surface/templates/{template_id}/publish | https://velocity.desineuron.in/api/admin-surface/templates/{template_id}/publish | Publish template |
+| POST | /api/admin-surface/templates/{template_id}/archive | https://velocity.desineuron.in/api/admin-surface/templates/{template_id}/archive | Archive template |
+| GET | /api/admin-surface/template-chapters | https://velocity.desineuron.in/api/admin-surface/template-chapters | List template chapters (admin) |
+| GET | /api/admin-surface/synthetic-jobs | https://velocity.desineuron.in/api/admin-surface/synthetic-jobs | List synthetic generation jobs |
+| POST | /api/admin-surface/synthetic-jobs/{job_id}/cancel | https://velocity.desineuron.in/api/admin-surface/synthetic-jobs/{job_id}/cancel | Cancel synthetic job |
+
+### CRM Canonical Data Endpoints
+
+| Method | Path | Absolute URL | Description |
+|--------|------|--------------|-------------|
+| POST | /api/crm/imports | https://velocity.desineuron.in/api/crm/imports | Upload CSV batch for import |
+| GET | /api/crm/imports | https://velocity.desineuron.in/api/crm/imports | List import batches |
+| GET | /api/crm/imports/{batch_id} | https://velocity.desineuron.in/api/crm/imports/{batch_id} | Get batch detail and proposals |
+| PUT | /api/crm/imports/{batch_id}/review-proposal | https://velocity.desineuron.in/api/crm/imports/{batch_id}/review-proposal | Review import proposal |
+| POST | /api/crm/imports/{batch_id}/commit | https://velocity.desineuron.in/api/crm/imports/{batch_id}/commit | Commit approved proposals |
+| GET | /api/crm/contacts | https://velocity.desineuron.in/api/crm/contacts | Canonical contact list with QD summary |
+| POST | /api/crm/contacts | https://velocity.desineuron.in/api/crm/contacts | Create new contact |
+| GET | /api/crm/contacts/{person_id} | https://velocity.desineuron.in/api/crm/contacts/{person_id} | Canonical contact detail |
+| GET | /api/crm/client-360/{person_id} | https://velocity.desineuron.in/api/crm/client-360/{person_id} | Client 360 aggregated snapshot |
+| GET | /api/crm/opportunities | https://velocity.desineuron.in/api/crm/opportunities | Opportunity pipeline list |
+| GET | /api/crm/tasks | https://velocity.desineuron.in/api/crm/tasks | Reminder/task list |
+| POST | /api/crm/tasks | https://velocity.desineuron.in/api/crm/tasks | Create new task |
+| GET | /api/crm/kanban | https://velocity.desineuron.in/api/crm/kanban | Kanban board (canonical leads) |
+| GET | /api/crm/qd/{person_id} | https://velocity.desineuron.in/api/crm/qd/{person_id} | QD score history for person |
+| GET | /api/crm/client-data | https://velocity.desineuron.in/api/crm/client-data | List client data records |
+| GET | /api/crm/client-data/{person_id} | https://velocity.desineuron.in/api/crm/client-data/{person_id} | Get client data for person |
+| PATCH | /api/crm/client-data/{person_id} | https://velocity.desineuron.in/api/crm/client-data/{person_id} | Update client data |
+| GET | /api/crm/client-data/{person_id}/timeline | https://velocity.desineuron.in/api/crm/client-data/{person_id}/timeline | Client data timeline |
+| POST | /api/crm/client-data/{person_id}/tasks | https://velocity.desineuron.in/api/crm/client-data/{person_id}/tasks | Create task for client |
+
+### Runtime LLM Endpoints
+
+| Method | Path | Absolute URL | Description |
+|---|---|---|---|
+| GET | /api/runtime/llm/providers | https://velocity.desineuron.in/api/runtime/llm/providers | List configured LLM providers and models |
+| POST | /api/runtime/llm/chat | https://velocity.desineuron.in/api/runtime/llm/chat | Execute single LLM chat completion |
+| POST | /api/runtime/llm/batch | https://velocity.desineuron.in/api/runtime/llm/batch | Submit persisted LLM batch job |
+| GET | /api/runtime/llm/jobs/{job_id} | https://velocity.desineuron.in/api/runtime/llm/jobs/{job_id} | Get batch job status |
+| GET | /api/runtime/llm/jobs/{job_id}/results | https://velocity.desineuron.in/api/runtime/llm/jobs/{job_id}/results | Get batch job results |
+
+### Infrastructure Notes
+
+- **Caddy Reverse Proxy**: All endpoints are served through Caddy on port 443, proxying to FastAPI on localhost:8443 with TLS termination
+- **Authentication**: JWT-based auth required for most endpoints (except public vault links)
+- **WebSockets**: Real-time features use WebSocket connections for live updates
+- **Role-Based Access**: Endpoints enforce role permissions (SENIOR_BROKER, ADMIN, etc.)
+- **Tenant Isolation**: Multi-tenant architecture with tenant_id scoping
+- **Audit Logging**: All mutations create immutable audit records
+- **Health Checks**: System provides comprehensive health and queue monitoring endpoints
+
+---
+
+# v1.2 Audit Addendum: Definitive Source Of Truth
+
+Date: 2026-04-29
+Purpose: Convert the existing broad analysis into a practical onboarding map for technical and non-technical stakeholders.
+Method: The audit below was derived from the current repository structure and key implementation files, including `README.md`, `backend/main.py`, `app/src/App.tsx`, backend route modules, Oracle services, CRM schemas, Comms schema, synthetic CRM assets, Comfy/Dream Weaver gateway code, and ingress infrastructure files.
+
+## 1. Executive Summary In Plain English
+
+Project Velocity is a private real-estate operating system. It is not just a CRM, not just a dashboard, and not just an AI demo. It is a coordinated system for turning real estate sales activity into structured intelligence.
+
+The product answers one practical question:
+
+> How can a real-estate team know which clients matter, what they want, when to act, and how to produce persuasive sales/marketing material quickly?
+
+The system does this by combining five layers:
+
+| Layer | Plain-English Role | Code Area |
+| --- | --- | --- |
+| WebOS frontend | The cockpit used by the team | `app/` |
+| FastAPI backend | The traffic controller and business brain | `backend/` |
+| PostgreSQL database | The memory of clients, properties, actions, and intelligence | `backend/db/*.sql`, runtime DB |
+| AI/runtime services | The reasoning and generation layer | `backend/oracle/`, `backend/services/runtime_llm_service.py`, `comfy_engine/`, `dw_gateway_v2_min.py` |
+| Infrastructure | The public routing, deployment, GPU workers, and recovery machinery | `infrastructure/desineuron_ingress/` |
+
+For a non-technical reader, think of Velocity as a hotel concierge system for luxury real estate:
+
+- The CRM remembers every guest, preference, conversation, objection, and next step.
+- The Oracle lets managers ask questions in normal language.
+- The Sentinel observes engagement signals during showroom experiences.
+- The Catalyst produces campaign and staging assets.
+- The Comms surface centralizes WhatsApp-like communication.
+- The backend keeps all of this tied to the same client record.
+
+For a technical reader, Velocity is:
+
+- React 19 + Vite + TypeScript frontend.
+- FastAPI backend with JWT auth, asyncpg/PostgreSQL, modular routers, WebSockets, and service layers.
+- Canonical CRM/intelligence schema with synthetic CRM v2 seed assets.
+- Oracle canvas system with natural DB query planning, visualization planning, revision history, share/fork, and client data lens.
+- SGLang/OpenAI-compatible LLM runtime for coding/Oracle/NemoClaw workflows.
+- ComfyUI/Dream Weaver image generation routed through Linux-origin and AWS GPU workers.
+- Ingress-managed public routes under `velocity.desineuron.in`, `llm.desineuron.in`, and related Desineuron hostnames.
+
+## 2. First Principles: What Problem Is This Solving?
+
+### 2.1 Real Estate Sales Are Not Linear
+
+A normal software CRM treats sales like a spreadsheet:
+
+1. A lead enters.
+2. Someone calls them.
+3. The lead moves through stages.
+4. Eventually the deal closes or dies.
+
+Luxury real estate is messier:
+
+- Multiple family members influence one purchase.
+- WhatsApp is often more important than formal email.
+- A client may show intent through a call, a site visit, a budget comment, a QD spike, or a property preference.
+- The sales team needs to know not only "who is in the pipeline" but "who is emotionally and financially ready right now."
+- Visual presentation matters because property is sold through imagination before it is sold through paperwork.
+
+Velocity exists because a spreadsheet cannot hold that whole story.
+
+### 2.2 The Core Data Truth
+
+Velocity's most important asset is not the UI. It is the connected graph of:
+
+- people
+- leads
+- properties
+- opportunities
+- property interests
+- messages
+- calls
+- emails
+- visits
+- reminders
+- QD scores
+- extracted facts
+- next-best actions
+- generated canvases
+- generated media
+
+The UI is valuable only because it exposes this graph in usable form.
+
+### 2.3 Why AI Is Used
+
+AI is used for three jobs:
+
+1. **Reasoning over data**
+ - Example: "Which clients are interested in Atri Surya Toron but have low QD scores?"
+ - The Oracle should translate the question into database access and return a visual answer.
+
+2. **Perception and scoring**
+ - Example: Sentinel interprets showroom engagement signals and turns them into QD-related intelligence.
+
+3. **Media generation**
+ - Example: Dream Weaver transforms a real room photograph into a staged interior render.
+
+AI is not the product by itself. AI is the engine that helps the real-estate workflow move faster.
+
+## 3. Current Repository Map
+
+This is the practical map a new developer should use first.
+
+| Path | Meaning | Notes |
+| --- | --- | --- |
+| `app/` | React WebOS frontend | Main operator interface. Uses Vite, React Router, Zustand, Tailwind, Framer Motion. |
+| `app/src/App.tsx` | Frontend route shell | Defines module routes: Dashboard, Oracle, Sentinel, Inventory, Catalyst, CRM, Comms, Settings, Admin. |
+| `app/src/components/layout/Sidebar.tsx` | WebOS navigation | Renders module icons and route links. |
+| `app/src/components/modules/` | Main frontend module pages | Each major WebOS tab lives here or delegates into `app/src/app/*`. |
+| `app/src/app/oracle/page.tsx` | Oracle WebOS page | Canvas, chat sessions, search, client data subtab, prompt bar, share/history controls. |
+| `app/src/oracle/` | Oracle frontend components and API client | Canvas renderers, Client Data Lens, modals, hooks, and API calls. |
+| `backend/main.py` | FastAPI entrypoint | Loads env, creates DB pool, applies migrations, mounts routers and WebSockets. |
+| `backend/api/` | API router modules | Catalyst, CRM, Comms, Inventory, Oracle helper routes, admin, runtime LLM, etc. |
+| `backend/routers/` | Legacy/specialized routers | Sentinel, CCTV, scenes, videos, vault. |
+| `backend/auth/` | Login and JWT auth | User directory, `users_and_roles`, auth dependencies. |
+| `backend/db/` | SQL schemas | Canonical CRM, comms, base schema, addenda. |
+| `backend/oracle/` | Oracle backend brain | Natural DB agent, prompt orchestrator, canvas service, visualization planner, semantic catalog, plan verifier. |
+| `backend/services/` | Shared service abstractions | Runtime LLM, NemoClaw, communications providers, ad network services. |
+| `backend/scripts/seed_synthetic_crm.py` | Synthetic CRM loader | Defaults to `synthetic_crm_v2` when available. |
+| `db assets/` | Seed data and inventory assets | Synthetic CRM v1/v2 CSV and JSON packs plus inventory files. |
+| `comfy_engine/` | ComfyUI workflows and scripts | Dream Weaver, prompt expansion, queue/gateway helpers, media workflows. |
+| `dw_gateway_v2_min.py` | Minimal Dream Weaver gateway | Public backend-facing async gateway that routes image generation jobs to Comfy workers. |
+| `infrastructure/desineuron_ingress/` | Deployment and routing ops | Nginx/Caddy configs, route sync scripts, GPU worker pool services, SGLang scripts, watchdogs. |
+| `iOS/` | Native iPad surface | Field app code and mobile experience work. |
+| `android-edge-phone/`, `android-tablet/` | Android/mobile surfaces | Edge/mobile experiments and companion surfaces. |
+| `.Agent Context/` | Working truth books and project docs | Planning, handoffs, runtime truth, testing reports. |
+
+## 4. Runtime Architecture: The Mental Model
+
+The easiest way to understand Velocity is to imagine three machines with three jobs.
+
+### 4.1 Public Ingress
+
+Ingress is the public front door. It terminates TLS and routes traffic.
+
+Current relevant files:
+
+- `infrastructure/desineuron_ingress/velocity.desineuron.in.nginx.conf`
+- `infrastructure/desineuron_ingress/Caddyfile`
+- `infrastructure/desineuron_ingress/api.desineuron.in.nginx.conf`
+- route sync scripts under `infrastructure/desineuron_ingress/`
+
+Responsibilities:
+
+- Serve the WebOS static frontend.
+- Proxy `/api/*` to the FastAPI backend.
+- Proxy `/dream-weaver/*` to the Dream Weaver gateway.
+- Proxy `/llm/*` or `llm.desineuron.in` to the LLM runtime path.
+- Keep public routes stable even if backend/GPU private IPs change.
+
+Analogy: Ingress is the receptionist. It does not do the work. It sends visitors to the right department.
+
+### 4.2 Linux-Origin / Backend Box
+
+Linux-origin is the control plane and main application backend.
+
+Responsibilities:
+
+- Run FastAPI backend.
+- Serve or coordinate WebOS deployment.
+- Own route-sync and orchestration scripts.
+- Hold operational service files.
+- Proxy/tunnel to GPU workers when direct routing is not appropriate.
+- Run Dream Weaver gateway if configured there.
+
+Analogy: Linux-origin is the operations manager. It coordinates the business, but it should not carry every heavy GPU workload.
+
+### 4.3 GPU Box
+
+The GPU box is the inference/media plane.
+
+Responsibilities:
+
+- Run SGLang for LLM inference when in LLM mode.
+- Run ComfyUI workers for Dream Weaver when in media-generation mode.
+- Keep models/checkpoints on NVMe.
+- Avoid root disk model storage.
+
+Analogy: The GPU box is the workshop. It does the heavy manufacturing.
+
+## 5. Frontend Architecture
+
+### 5.1 Main Frontend Stack
+
+From `app/package.json`:
+
+- React `19`
+- Vite
+- TypeScript
+- React Router `7`
+- Zustand
+- Tailwind CSS
+- Framer Motion
+- Recharts
+- MediaPipe Tasks Vision
+- React Three Fiber / Drei
+- Radix UI components
+
+### 5.2 Route Shell
+
+File:
+
+- `app/src/App.tsx`
+
+This file is the frontend root for the authenticated WebOS.
+
+It defines `MODULE_ROUTES`:
+
+| Module ID | Path | Title | Component |
+| --- | --- | --- | --- |
+| `dashboard` | `/dashboard` | Dashboard | `Dashboard` |
+| `oracle` | `/oracle` | The Oracle | `Oracle` |
+| `sentinel` | `/sentinel` | The Sentinel | `Sentinel` |
+| `inventory` | `/inventory` | Inventory | `Inventory` |
+| `catalyst` | `/catalyst` | The Catalyst | `Catalyst` |
+| `crm` | `/crm` | CRM | `CRM` |
+| `comms` | `/comms` | Conversations | `Comms` |
+| `settings` | `/settings` | Settings | `Settings` |
+| `admin` | `/admin` | Admin | `AdminPage` |
+
+Important implementation detail:
+
+- `RouteModuleSync` maps `location.pathname` into Zustand `activeModule`.
+- `Sidebar` uses `NavLink` from React Router.
+- The route-rendering region is keyed by `location.pathname`.
+- Route rendering must remain synchronous. Heavy modules such as Oracle have async state, search overlays, history modals, and portals; route-level wait animations can leave stale Oracle content visible after navigation.
+
+### 5.3 State Management
+
+File:
+
+- `app/src/store/useStore.ts`
+
+The frontend uses Zustand for:
+
+- auth state
+- active module
+- sidebar expansion
+- Oracle legacy message state
+- Sentinel visitor state
+- dashboard metrics
+- inventory state
+- system status
+- notifications
+
+Only selected values are persisted in browser storage:
+
+- `user`
+- `activeModule`
+
+Practical implication:
+
+- A stale `activeModule` can affect labels or sidebar state, but the URL should be the real source of navigation truth.
+
+### 5.4 Module Surfaces
+
+| Module | Primary File | Purpose |
+| --- | --- | --- |
+| Dashboard | `app/src/components/modules/Dashboard.tsx` | Executive overview and system snapshot. |
+| Oracle | `app/src/components/modules/Oracle.tsx` -> `app/src/app/oracle/page.tsx` | Natural DB canvas and CRM client lens. |
+| Sentinel | `app/src/components/modules/Sentinel.tsx` | Live perception, biometric sessions, QD-oriented showroom intelligence. |
+| Inventory | `app/src/components/modules/Inventory.tsx` | Property/project/unit browsing and media. |
+| Catalyst | `app/src/components/modules/Catalyst.tsx` | Marketing and Dream Weaver surfaces. |
+| Dream Weaver | `app/src/components/modules/CatalystDreamWeaverTab.tsx` | Image upload, room type, prompt keywords, async generated staging result. |
+| CRM | `app/src/components/modules/CRM.tsx` | Canonical CRM operational surface. |
+| Comms | `app/src/components/modules/Comms.tsx` | WhatsApp/conversation style messaging surface. |
+| Settings | `app/src/components/modules/Settings.tsx` | Operator settings, integrations, configuration. |
+
+## 6. Backend Architecture
+
+### 6.1 Backend Entry Point
+
+File:
+
+- `backend/main.py`
+
+Startup flow:
+
+1. Load environment variables from:
+ - explicit `VELOCITY_ENV_FILE`
+ - `backend/.env`
+ - repo `.env`
+ - default dotenv behavior
+2. Create asyncpg DB pool.
+3. Apply migrations through `backend.migrations.runner.apply_migrations`.
+4. Ensure user directory schema exists.
+5. Mount routers.
+6. Register WebSocket managers.
+7. Serve `/health`.
+
+Important backend routes are mounted in `backend/main.py`, not scattered through a framework convention. When onboarding, this file is the fastest way to see the backend surface area.
+
+### 6.2 Router Mounts
+
+| Router File | Prefix | Responsibility |
+| --- | --- | --- |
+| `backend/api/routes_catalyst.py` | `/api/catalyst` | Campaigns, creative sync, ad insights, budget/bid changes, audience sync. |
+| `backend/api/routes_crm.py` | `/api`, `/api/analytics` | Legacy CRM and analytics routes. |
+| `backend/api/routes_oracle.py` | `/api/oracle` | Oracle health, schema catalog, natural query, MCP/tools, actions. |
+| `backend/oracle/router_v1.py` | `/api/oracle/v1` | Oracle canvas pages, prompts, forks, rollback, revisions, templates, merge requests, websocket. |
+| `backend/api/routes_oracle_templates.py` | `/api/oracle` | Template chapters, subchapters, component templates, synthetic jobs. |
+| `backend/routers/sentinel.py` | `/api/sentinel` | Sentinel websockets, consent, perception sessions, QD, lead tagging. |
+| `backend/routers/cctv.py` | `/api/cctv` | CCTV event ingestion and auto-mode matching. |
+| `backend/routers/scenes.py` | `/api/scenes` | Video scene map upload/list. |
+| `backend/routers/videos.py` | `/api/videos` | Marketing video listing. |
+| `backend/routers/vault.py` | `/api/vault` and `/vault` | Trackable asset links. |
+| `backend/api/routes_mobile_edge.py` | `/api/mobile-edge` | iPad/mobile event, memory, calendar, import, transcripts, alerts, session heartbeat. |
+| `backend/api/routes_inventory.py` | `/api/inventory` | Inventory import, property CRUD, property media. |
+| `backend/api/routes_admin_surface.py` | `/api/admin-surface` | Admin health, queues, installs, actions, logs, template admin. |
+| `backend/api/routes_observability.py` | `/api` | Request metrics. |
+| `backend/api/routes_crm_imports.py` | `/api` | Canonical CRM contacts, client 360, opportunities, tasks, kanban, QD, client-data lens. |
+| `backend/api/routes_comms.py` | `/api/comms` | Conversations, messages, provider settings, webhooks, transcription placeholder. |
+| `backend/api/routes_runtime_llm.py` | `/api/runtime/llm` | Runtime LLM providers, chat, batch jobs. |
+| `backend/auth/routes.py` | direct `/api/auth/*` | Login, current user, users, avatar upload. |
+
+### 6.3 Authentication
+
+Key files:
+
+- `backend/auth/routes.py`
+- `backend/auth/dependencies.py`
+- `backend/auth/service.py`
+- `backend/auth/user_directory.py`
+
+Authentication is JWT-based.
+
+Plain-English flow:
+
+1. User enters email/password.
+2. `/api/auth/login` checks `users_and_roles`.
+3. Backend returns token.
+4. Frontend stores token.
+5. Future API calls send token.
+6. Backend converts token into `UserPrincipal`.
+7. Route handlers use `Depends(get_current_user)` when they need identity.
+
+Important user-facing APIs:
+
+- `POST /api/auth/login`
+- `GET /api/auth/me`
+- `GET /api/auth/users`
+- `POST /api/auth/profile/avatar`
+
+### 6.4 Static Assets
+
+`backend/main.py` mounts `/assets` when `VELOCITY_ASSET_DIR` exists.
+
+Default:
+
+- `/opt/dlami/nvme/assets`
+
+This matters for:
+
+- profile avatars
+- generated media
+- vault assets
+- communications media
+
+## 7. Database And Data Model
+
+### 7.1 The Database Is The Product Memory
+
+Velocity's database is divided into domains:
+
+| Domain | Prefix | Meaning |
+| --- | --- | --- |
+| CRM identity and pipeline | `crm_*` | People, accounts, leads, opportunities, interests, relationships, stage history. |
+| Intelligence and interactions | `intel_*` | Messages, calls, visits, QD scores, transcripts, perception events, extracted facts. |
+| Inventory | `inventory_*` | Projects and units. |
+| Workflow | `workflow_*` | Actions, approvals, writebacks. |
+| Oracle canvas | `oracle_*` | Canvas pages, revisions, components, templates, collaboration. |
+| Comms | `comms_*` | Threads, messages, call logs, provider settings. |
+| Legacy feeders | mixed | Older `leads`, `leads_intelligence`, `chat_logs`, `omnichannel_logs`, etc. |
+
+### 7.2 Canonical CRM Schema
+
+Primary schema file:
+
+- `backend/db/schema_crm_canonical.sql`
+
+Core tables include:
+
+| Table | Meaning |
+| --- | --- |
+| `crm_people` | A person/contact. This is the anchor for client identity. |
+| `crm_accounts` | Company, employer, broker, developer, referral partner, family account. |
+| `crm_households` | Family/co-buyer grouping. |
+| `crm_relationships` | Person-to-person relationship graph. |
+| `crm_leads` | Sales funnel state for a person. |
+| `crm_opportunities` | Deal pipeline object linked to lead/project/unit. |
+| `crm_property_interests` | Which properties/projects/configurations a person has interest in. |
+| `crm_stage_history` | Movement through stages over time. |
+| `inventory_projects` | Real-estate projects. |
+| `inventory_units` | Units/flats/inventory linked to projects. |
+| `intel_interactions` | Unified interaction timeline events. |
+| `intel_messages` | Message-level communication data. |
+| `intel_calls` | Call metadata. |
+| `intel_transcripts` | Call/transcript text. |
+| `intel_emails` | Email interaction data. |
+| `intel_visits` | Site visit data. |
+| `intel_reminders` | Follow-up tasks/reminders. |
+| `intel_qd_scores` | QD/intent/scoring events. |
+| `intel_qd_timeseries` | QD score evolution. |
+| `intel_extracted_facts` | Extracted facts like budget, objection, timeline, preference. |
+| `intel_call_objections` | Objections raised during calls. |
+| `read_last_contacted` | Read-model accelerator for last-contacted queries. |
+| `read_next_best_action` | Read-model accelerator for next-action prompts. |
+
+### 7.3 Synthetic CRM Dataset
+
+Current default seed source:
+
+- `db assets/synthetic_crm_v2/csv`
+
+Legacy fallback:
+
+- `db assets/synthetic_crm_v1/csv`
+
+Loader:
+
+- `backend/scripts/seed_synthetic_crm.py`
+
+The loader defaults to v2 if present:
+
+```python
+_V2_CSV_DIR = REPO_ROOT / "db assets" / "synthetic_crm_v2" / "csv"
+_V1_CSV_DIR = REPO_ROOT / "db assets" / "synthetic_crm_v1" / "csv"
+CSV_DIR = _V2_CSV_DIR if _V2_CSV_DIR.exists() else _V1_CSV_DIR
+```
+
+Why this matters:
+
+- Oracle and Client Data Lens are only as useful as the data loaded into the live DB.
+- If the frontend shows "No data available", the first question is not "is the UI broken?" but "did the relevant DB table return rows?"
+- The v2 pack is richer and includes read models and extracted intelligence that v1 did not fully cover.
+
+### 7.4 Comms Schema
+
+Primary schema file:
+
+- `backend/db/schema_comms.sql`
+
+Important tables:
+
+| Table | Meaning |
+| --- | --- |
+| `comms_threads` | A WhatsApp/text conversation thread, optionally linked to `crm_people`. |
+| `comms_messages` | Individual inbound/outbound/system messages. |
+| `comms_call_logs` | Call records, recordings, transcript references. |
+| `comms_settings` | Provider configuration for mock/WAHA/Evolution. |
+
+Plain-English model:
+
+- A phone number creates or maps to a thread.
+- A thread can be linked to a CRM person.
+- Messages and calls become part of the client story.
+- Inbound provider webhooks can create CRM interactions when enabled.
+
+## 8. Oracle: The Most Important Conceptual Module
+
+### 8.1 What Oracle Is
+
+Oracle is a canvas-based intelligence workspace.
+
+It is not just a chatbot.
+
+A chatbot produces text and forgets. Oracle produces persistent business artifacts:
+
+- components
+- tables
+- charts
+- timelines
+- client summaries
+- revision history
+- share/fork flows
+- merge review flows
+
+### 8.2 Current Oracle Frontend
+
+Important files:
+
+- `app/src/app/oracle/page.tsx`
+- `app/src/oracle/hooks/useOraclePage.ts`
+- `app/src/oracle/hooks/useOracleExecution.ts`
+- `app/src/oracle/lib/oracleApiClient.ts`
+- `app/src/oracle/components/CanvasViewport.tsx`
+- `app/src/oracle/components/ComponentRegistry.tsx`
+- `app/src/oracle/components/ClientDataLens.tsx`
+- `app/src/oracle/components/ShareModal.tsx`
+- `app/src/oracle/components/RollbackConfirmModal.tsx`
+- `app/src/oracle/components/renderers/*`
+
+Current Oracle UI structure:
+
+- Oracle Canvas subtab:
+ - chat/canvas sidebar
+ - New Chat
+ - Search
+ - recent canvas sessions
+ - canvas viewport
+ - prompt input
+ - history/rail
+ - share and rollback controls
+
+- Client Data subtab:
+ - client list
+ - selected client record
+ - editable details
+ - property interests
+ - engagement intelligence
+ - extracted facts
+ - timeline-style CRM lens
+
+### 8.3 Current Oracle Backend
+
+Important files:
+
+- `backend/oracle/router_v1.py`
+- `backend/oracle/prompt_orchestrator.py`
+- `backend/oracle/natural_db_agent.py`
+- `backend/oracle/semantic_catalog.py`
+- `backend/oracle/plan_verifier.py`
+- `backend/oracle/visualization_planner.py`
+- `backend/oracle/canvas_service.py`
+- `backend/oracle/collaboration_service.py`
+- `backend/oracle/codebook_service.py`
+- `backend/oracle/data_access_gateway.py`
+
+### 8.4 Oracle Prompt Flow
+
+Plain-English flow:
+
+1. User enters a prompt in Oracle.
+2. Frontend sends it to:
+ - `POST /api/oracle/v1/canvas-pages/{page_id}/prompts`
+3. Backend builds execution context.
+4. Natural DB agent inspects schema/semantic catalog.
+5. LLM/runtime service plans SQL.
+6. Plan verifier checks the query.
+7. SQL executes against the configured DB.
+8. Result rows are analyzed.
+9. Visualization planner selects component type.
+10. Canvas service persists component plus `dataRows`.
+11. Frontend refreshes and renders the component.
+
+### 8.5 Oracle Natural DB Agent
+
+File:
+
+- `backend/oracle/natural_db_agent.py`
+
+The agent pipeline is documented in its module docstring:
+
+1. schema introspection
+2. semantic SQL planning
+3. plan verification and optional repair
+4. SQL execution
+5. execution quality profiling and auto-replan
+6. visualization planning from actual result shape
+
+Important implementation truth:
+
+- The current code still includes SQL safety checks.
+- Destructive SQL is blocked by pattern:
+ - `insert`
+ - `update`
+ - `delete`
+ - `drop`
+ - `alter`
+ - `truncate`
+ - `copy`
+ - `create`
+ - `grant`
+ - `revoke`
+ - `call`
+ - `execute`
+ - `do`
+ - `merge`
+
+Why this exists:
+
+- Oracle is intended to answer questions and build canvas artifacts.
+- Writes are intended to go through typed APIs and explicit writeback actions.
+- This prevents accidental mutation of production CRM data through an ambiguous natural-language prompt.
+
+If a future architecture uses a true read/write sandbox copy, then destructive operations can be reconsidered there. In the current app DB path, read-first behavior is the defensible default.
+
+### 8.6 Semantic Catalog
+
+File:
+
+- `backend/oracle/semantic_catalog.py`
+
+Purpose:
+
+- Give the planner a plain-language understanding of database tables and columns.
+- Explain what columns mean, which values are valid, and how concepts map to the schema.
+
+This solves a major LLM problem:
+
+- A raw database schema tells the model column names.
+- It does not tell the model business meaning.
+
+Example:
+
+- A column called `current_value` is ambiguous.
+- A semantic catalog can say whether it is a QD score, monetary value, percentage, or scoring output.
+
+This is similar to giving a new analyst both the spreadsheet and a glossary.
+
+### 8.7 Visualization Planner
+
+File:
+
+- `backend/oracle/visualization_planner.py`
+
+Purpose:
+
+- Choose a canvas renderer from actual returned rows.
+
+Examples:
+
+| Result Shape | Likely Component |
+| --- | --- |
+| one numeric row | KPI tile |
+| category + count | bar chart |
+| timestamp + values | line chart |
+| activity rows with timestamps | activity stream |
+| stage-like data | pipeline board |
+| general rows | table |
+
+This layer is important because the LLM should not have to hand-code every UI layout. The backend can infer a good visualization based on data shape.
+
+### 8.8 Known Oracle Failure Modes
+
+| Symptom | Likely Cause | Where To Check |
+| --- | --- | --- |
+| Component appears but says no data | SQL returned zero rows, `dataRows` missing, or renderer received wrong binding | `natural_db_agent.py`, `canvas_service.py`, frontend renderer |
+| Prompt returns too many rows | Planner ignored prompt limit or verifier did not enforce it | `natural_db_agent.py`, `plan_verifier.py` |
+| Wrong score type used | Planner lacks semantic value guidance | `semantic_catalog.py`, `plan_verifier.py` |
+| Recent-contact prompt returns stale/legacy data | Planner used sparse recency columns instead of interaction timeline/read model | `plan_verifier.py`, `semantic_catalog.py` |
+| Canvas visible only after refresh | Frontend state/rendering issue | `app/src/App.tsx`, `app/src/app/oracle/page.tsx` |
+| Share/fork appears to work but recipient cannot see useful rows | Components/revisions missing persisted `dataRows` | `canvas_service.py`, `schema_oracle.sql` |
+
+## 9. Client Data Lens
+
+The Client Data Lens is Oracle's operational CRM view.
+
+Frontend:
+
+- `app/src/oracle/components/ClientDataLens.tsx`
+
+Backend:
+
+- `backend/api/routes_crm_imports.py`
+
+Key API endpoints:
+
+- `GET /api/crm/client-data`
+- `GET /api/crm/client-data/{person_id}`
+- `PATCH /api/crm/client-data/{person_id}`
+- `GET /api/crm/client-data/{person_id}/timeline`
+- `POST /api/crm/client-data/{person_id}/tasks`
+
+Purpose:
+
+- Browse clients.
+- Inspect one client's status, QD, last contact, next action, and details.
+- Edit safe fields through typed APIs.
+- See property interests and interaction signals.
+
+Design principle:
+
+- Oracle Canvas is exploratory and analytical.
+- Client Data Lens is operational and record-oriented.
+
+## 10. Comms / WhatsApp-Like Conversations
+
+### 10.1 Purpose
+
+Most real-estate communication happens over WhatsApp, calls, voice notes, and informal follow-ups. The Comms module is designed to make those interactions first-class CRM data.
+
+Frontend:
+
+- `app/src/components/modules/Comms.tsx`
+
+Backend:
+
+- `backend/api/routes_comms.py`
+
+Services:
+
+- `backend/services/comms_provider.py`
+- `backend/services/comms_waha_provider.py`
+- `backend/services/comms_evolution_provider.py`
+- `backend/services/comms_ingest.py`
+
+Schema:
+
+- `backend/db/schema_comms.sql`
+
+Supported provider modes:
+
+- `mock`
+- `waha`
+- `evolution`
+
+Important endpoints:
+
+- `GET /api/comms/threads`
+- `GET /api/comms/threads/{thread_id}`
+- `GET /api/comms/threads/{thread_id}/messages`
+- `POST /api/comms/threads/{thread_id}/messages`
+- `POST /api/comms/threads/{thread_id}/link-person`
+- `POST /api/comms/threads/{thread_id}/notes`
+- `POST /api/comms/threads/{thread_id}/tasks`
+- `POST /api/comms/webhooks/{provider}`
+- `GET /api/comms/settings`
+- `PATCH /api/comms/settings`
+- `POST /api/comms/provider/test`
+- `POST /api/comms/recordings/transcribe`
+
+### 10.2 Comms Data Flow
+
+Inbound WhatsApp-style flow:
+
+1. Provider sends webhook.
+2. `/api/comms/webhooks/{provider}` receives payload.
+3. `comms_ingest.py` normalizes message.
+4. Backend finds or creates `comms_threads`.
+5. Backend inserts `comms_messages`.
+6. If configured, thread auto-links to `crm_people` by phone.
+7. If configured, inbound message creates CRM interaction.
+8. Frontend Comms module displays the conversation.
+
+Outbound flow:
+
+1. User selects thread in WebOS.
+2. User sends message.
+3. Backend writes message and calls configured provider.
+4. Provider returns external message ID/status.
+5. Message remains tied to CRM person/thread.
+
+## 11. Sentinel
+
+Sentinel is the showroom perception module.
+
+Backend:
+
+- `backend/routers/sentinel.py`
+
+Frontend:
+
+- `app/src/components/modules/Sentinel.tsx`
+- `app/src/components/modules/sentinel/*` when present
+
+Core endpoints:
+
+- `WebSocket /api/sentinel/ws/notifications`
+- `WebSocket /api/sentinel/ws/perception`
+- `POST /api/sentinel/consent`
+- `POST /api/sentinel/session/complete`
+- `POST /api/sentinel/tag-lead`
+- `GET /api/sentinel/qd-score/{lead_id}`
+
+Plain-English model:
+
+- A showroom session can produce perception events.
+- Those events inform QD and lead tagging.
+- Consent is explicit and recorded.
+- Browser-side MediaPipe means raw camera processing can stay closer to the client device.
+
+## 12. Catalyst And Dream Weaver
+
+### 12.1 Catalyst
+
+Catalyst is the marketing and creative orchestration module.
+
+Backend:
+
+- `backend/api/routes_catalyst.py`
+
+Frontend:
+
+- `app/src/components/modules/Catalyst.tsx`
+- `app/src/components/modules/CatalystDreamWeaverTab.tsx`
+- `app/src/components/modules/CatalystMarketingTab.tsx`
+
+Core responsibilities:
+
+- campaign listing
+- campaign creation
+- creative sync
+- ad insights
+- budget updates
+- bid strategy updates
+- lookalike/custom audience sync
+- Meta auth
+
+### 12.2 Dream Weaver
+
+Dream Weaver is a staging-image generation surface.
+
+Key files:
+
+- `dw_gateway_v2_min.py`
+- `comfy_engine/scripts/prompt_expander.py`
+- `comfy_engine/scripts/dw_gateway_v2.py`
+- `app/src/components/modules/CatalystDreamWeaverTab.tsx`
+- `app/src/lib/dreamWeaverApi.ts`
+- `infrastructure/desineuron_ingress/comfyui-worker@.service`
+- `infrastructure/desineuron_ingress/install_gpu_comfy_worker_pool.sh`
+- `infrastructure/desineuron_ingress/install_linux_comfy_worker_tunnels.sh`
+- `infrastructure/desineuron_ingress/hydrate_gpu_comfy_models.py`
+
+Plain-English flow:
+
+1. User uploads a room photo.
+2. User selects room type and style keywords.
+3. Frontend posts to `/dream-weaver`.
+4. Gateway creates async job.
+5. Gateway chooses a Comfy worker.
+6. Image is uploaded to ComfyUI.
+7. Prompt is expanded.
+8. Workflow runs on GPU.
+9. Frontend polls `/dream-weaver/status/{job_id}`.
+10. When ready, frontend gets `/dream-weaver/result/{job_id}`.
+11. User can view/download generated PNG.
+
+Current important runtime truth:
+
+- Dream Weaver can be configured to use a pool of Comfy workers, one per L4 GPU.
+- `COMFYUI_URLS` controls the worker list.
+- Long-running generation must use async polling, not one blocking request.
+- Large upload support requires ingress body-size tuning.
+- Models/checkpoints should be hydrated to GPU NVMe, not root disk.
+
+## 13. Runtime LLM And SGLang
+
+Backend:
+
+- `backend/api/routes_runtime_llm.py`
+- `backend/services/runtime_llm_service.py`
+- `backend/services/nemoclaw_client.py`
+
+Infrastructure:
+
+- `infrastructure/desineuron_ingress/install_gpu_sglang_runtime.sh`
+- `infrastructure/desineuron_ingress/install_gpu_sglang_watchdog.sh`
+- `infrastructure/desineuron_ingress/sync_llm_route.py`
+
+Current conceptual runtime:
+
+- Public consumers should use OpenAI-compatible `/v1/*` where SGLang is active.
+- `qwen3.6-35b-a3b` is the canonical SGLang model ID documented elsewhere in the runtime truth book.
+- Ollama-era model IDs with colons are not appropriate for SGLang-facing clients.
+
+Important operational caveat:
+
+- A 4x L4 GPU box cannot always run every heavy workload at full size simultaneously.
+- SGLang tensor-parallel LLM mode may consume all four GPUs.
+- Dream Weaver 4-worker mode also wants all four GPUs.
+- Operationally, this creates a mode-choice problem:
+ - LLM-first mode
+ - media-generation-first mode
+ - or a smaller split profile
+
+This should be documented and exposed as an operator decision rather than hidden.
+
+## 14. Infrastructure And Deployment
+
+### 14.1 Important Infrastructure Files
+
+| File | Purpose |
+| --- | --- |
+| `infrastructure/desineuron_ingress/velocity.desineuron.in.nginx.conf` | Nginx public route config for main Velocity site. |
+| `infrastructure/desineuron_ingress/api.desineuron.in.nginx.conf` | API hostname route config. |
+| `infrastructure/desineuron_ingress/Caddyfile` | Caddy route/TLS config where used. |
+| `infrastructure/desineuron_ingress/deploy_velocity_site.sh` | Deploy frontend/site artifacts. |
+| `infrastructure/desineuron_ingress/install_linux_velocity_site_webhook.sh` | Linux deploy webhook service. |
+| `infrastructure/desineuron_ingress/sync_velocity_route.py` | Sync Velocity route target. |
+| `infrastructure/desineuron_ingress/sync_llm_route.py` | Sync LLM route target. |
+| `infrastructure/desineuron_ingress/sync_comfy_route.py` | Sync Comfy route target. |
+| `infrastructure/desineuron_ingress/sync_comfy_pool_routes.py` | Sync Comfy worker pool routing. |
+| `infrastructure/desineuron_ingress/install_gpu_sglang_runtime.sh` | GPU SGLang runtime setup. |
+| `infrastructure/desineuron_ingress/install_gpu_sglang_watchdog.sh` | GPU SGLang recovery. |
+| `infrastructure/desineuron_ingress/install_gpu_comfy_worker_pool.sh` | Multi-GPU Comfy worker pool setup. |
+| `infrastructure/desineuron_ingress/install_linux_comfy_worker_tunnels.sh` | Linux tunnels to GPU Comfy workers. |
+| `infrastructure/desineuron_ingress/install_linux_dream_weaver_gateway.sh` | Dream Weaver gateway service setup. |
+| `infrastructure/desineuron_ingress/hydrate_gpu_comfy_models.py` | Model/checkpoint hydration to GPU NVMe. |
+
+### 14.2 Public Route Principles
+
+Rules:
+
+- Public users should not connect directly to GPU private/public IPs.
+- Stable hostnames should hide backend movement.
+- Ingress owns TLS and public contracts.
+- Linux-origin coordinates target discovery.
+- GPU worker owns inference/media runtime.
+
+### 14.3 Why Route Sync Exists
+
+Cloud private IPs can change when instances restart or are replaced. Hardcoding a GPU private IP in a public proxy creates a fragile system.
+
+Route sync scripts solve this:
+
+1. Discover current target instance/IP.
+2. Render/update reverse proxy route.
+3. Reload proxy.
+4. Keep public route stable.
+
+Analogy: The public phone number stays the same even if the office moves.
+
+## 15. API Reference Corrections And Clarifications
+
+The v1.1 API list is directionally useful, but a few details need correction:
+
+1. Oracle v1 canvas routes currently use `canvas-pages`, not `/canvas/pages`.
+ - Correct base: `/api/oracle/v1/canvas-pages`
+ - Key prompt route: `/api/oracle/v1/canvas-pages/{page_id}/prompts`
+
+2. Oracle v1 revision routes are:
+ - `/api/oracle/v1/canvas-pages/{page_id}/revisions`
+ - rollback is `/api/oracle/v1/canvas-pages/{page_id}/rollback`
+
+3. Oracle sharing/fork route is:
+ - `/api/oracle/v1/canvas-pages/{page_id}/forks`
+
+4. Merge request routes are separate:
+ - `/api/oracle/v1/merge-requests`
+ - `/api/oracle/v1/merge-requests/{mr_id}/review`
+
+5. Catalyst now includes more than the original list:
+ - `GET /api/catalyst/campaigns`
+ - `PUT /api/catalyst/budget`
+ - `PUT /api/catalyst/bid-strategy`
+
+6. Comms routes are now part of the product:
+ - `/api/comms/*`
+
+7. WebSocket routes include:
+ - `/ws/catalyst`
+ - `/ws/crm`
+ - `/api/sentinel/ws/notifications`
+ - `/api/sentinel/ws/perception`
+ - `/api/oracle/v1/ws/oracle/canvas/{page_id}`
+
+## 16. Onboarding Path For New Developers
+
+### 16.1 If You Are Frontend-Focused
+
+Read in this order:
+
+1. `app/src/main.tsx`
+2. `app/src/App.tsx`
+3. `app/src/components/layout/Sidebar.tsx`
+4. `app/src/store/useStore.ts`
+5. the module you are changing under `app/src/components/modules/`
+6. if Oracle-related:
+ - `app/src/app/oracle/page.tsx`
+ - `app/src/oracle/lib/oracleApiClient.ts`
+ - `app/src/oracle/components/ComponentRegistry.tsx`
+ - `app/src/oracle/components/renderers/*`
+
+Mental model:
+
+- App shell handles auth and routing.
+- Sidebar changes URL.
+- URL chooses module.
+- Module calls backend API clients.
+- Zustand stores global UI/auth state, not all business truth.
+
+### 16.2 If You Are Backend-Focused
+
+Read in this order:
+
+1. `backend/main.py`
+2. `backend/db/pool.py`
+3. `backend/auth/routes.py`
+4. `backend/auth/dependencies.py`
+5. relevant router under `backend/api/` or `backend/routers/`
+6. relevant service under `backend/services/`
+7. relevant schema under `backend/db/`
+
+Mental model:
+
+- `main.py` mounts everything.
+- Each router owns request/response shape.
+- Services own provider/business logic.
+- Database schema is explicit SQL.
+- Auth is dependency-injected through FastAPI.
+
+### 16.3 If You Are Oracle-Focused
+
+Read in this order:
+
+1. `app/src/app/oracle/page.tsx`
+2. `app/src/oracle/lib/oracleApiClient.ts`
+3. `backend/oracle/router_v1.py`
+4. `backend/oracle/prompt_orchestrator.py`
+5. `backend/oracle/natural_db_agent.py`
+6. `backend/oracle/semantic_catalog.py`
+7. `backend/oracle/plan_verifier.py`
+8. `backend/oracle/visualization_planner.py`
+9. `backend/oracle/canvas_service.py`
+10. `backend/oracle/schema_oracle.sql`
+
+Mental model:
+
+- Prompt enters canvas route.
+- Prompt becomes SQL/data plan.
+- Rows become visualization decision.
+- Components and rows persist.
+- Frontend renders based on component type and `dataRows`.
+
+### 16.4 If You Are Infrastructure-Focused
+
+Read in this order:
+
+1. `infrastructure/desineuron_ingress/README.md`
+2. `infrastructure/desineuron_ingress/velocity.desineuron.in.nginx.conf`
+3. route sync scripts:
+ - `sync_velocity_route.py`
+ - `sync_llm_route.py`
+ - `sync_comfy_route.py`
+ - `sync_comfy_pool_routes.py`
+4. install scripts for the thing you are touching:
+ - SGLang
+ - Comfy
+ - Dream Weaver gateway
+ - site deploy webhook
+5. related systemd service files
+
+Mental model:
+
+- Ingress is public contract.
+- Linux-origin is control plane.
+- GPU is compute plane.
+- NVMe is model/media storage plane.
+
+## 17. Common Debugging Playbooks
+
+### 17.1 Frontend Page Does Not Change After URL Changes
+
+Likely area:
+
+- `app/src/App.tsx`
+- React Router rendering
+- route-level animation wrappers
+
+Check:
+
+- Does `location.pathname` change?
+- Does Sidebar use `NavLink`?
+- Is any route component kept mounted by `AnimatePresence mode="wait"`?
+- Is a fixed overlay/portal covering the new page?
+
+### 17.2 Login Fails With 502
+
+Likely area:
+
+- Ingress cannot reach FastAPI.
+- Backend service is down.
+- Backend failed startup due to DB/env/migration.
+
+Check:
+
+- public `/health`
+- backend service logs
+- nginx/caddy upstream config
+- `DATABASE_URL` or DB pool startup
+
+### 17.3 Oracle Shows Empty Components
+
+Likely area:
+
+- SQL returned zero rows.
+- Component persisted without `dataRows`.
+- Renderer expects different field names.
+- Prompt planner selected wrong table or score type.
+
+Check:
+
+- `/api/oracle/query`
+- `/api/oracle/data-health`
+- `backend/oracle/natural_db_agent.py`
+- `backend/oracle/visualization_planner.py`
+- `backend/oracle/canvas_service.py`
+- frontend renderer for that component type
+
+### 17.4 Client Data Lens Shows No Clients
+
+Likely area:
+
+- CRM v2 seed data not loaded.
+- Backend connected to wrong DB.
+- `crm_people` empty.
+- `/api/crm/client-data` returns empty.
+
+Check:
+
+- `backend/scripts/seed_synthetic_crm.py`
+- `db assets/synthetic_crm_v2/csv`
+- DB row counts
+- backend env
+
+### 17.5 Dream Weaver Upload Fails With 413
+
+Meaning:
+
+- Request body too large for ingress/proxy.
+
+Check:
+
+- `client_max_body_size` in nginx config.
+- Caddy/nginx route config.
+- Browser image size.
+
+### 17.6 Dream Weaver Times Out
+
+Likely area:
+
+- Frontend polling too short.
+- Gateway timeout too short.
+- Comfy worker hung/errored.
+- GPU out of memory.
+- Checkpoint missing.
+
+Check:
+
+- `/dream-weaver/health`
+- `/dream-weaver/status/{job_id}`
+- Dream Weaver gateway logs
+- Comfy worker logs
+- GPU `nvidia-smi`
+- checkpoint path on GPU NVMe
+
+### 17.7 Comms Thread Does Not Link To Client
+
+Likely area:
+
+- Phone normalization mismatch.
+- `autoLinkByPhone` disabled.
+- `crm_people.primary_phone` not normalized.
+- Provider webhook shape not mapped.
+
+Check:
+
+- `/api/comms/settings`
+- `comms_ingest.py`
+- `comms_threads.person_id`
+- `crm_people.primary_phone`
+
+## 18. Testing And Verification
+
+### 18.1 Frontend
+
+Primary build command:
+
+```bash
+cd app
+npm run build
+```
+
+Development:
+
+```bash
+cd app
+npm run dev
+```
+
+Local URL:
+
+```text
+http://127.0.0.1:5173/
+```
+
+### 18.2 Backend
+
+Development command:
+
+```bash
+python -m uvicorn backend.main:app --reload --host 127.0.0.1 --port 8000
+```
+
+Health:
+
+```text
+GET /health
+```
+
+### 18.3 Data Health
+
+Oracle data health:
+
+```text
+GET /api/oracle/data-health
+```
+
+CRM smoke checks:
+
+```text
+GET /api/crm/client-data
+GET /api/crm/contacts
+GET /api/crm/opportunities
+```
+
+### 18.4 Dream Weaver Health
+
+```text
+GET /dream-weaver/health
+POST /dream-weaver
+GET /dream-weaver/status/{job_id}
+GET /dream-weaver/result/{job_id}
+```
+
+### 18.5 Comms Health
+
+```text
+GET /api/comms/settings
+GET /api/comms/threads
+POST /api/comms/provider/test
+```
+
+## 19. Current Technical Debt And Risk Register
+
+This section is intentionally direct. It helps new contributors avoid repeating known mistakes.
+
+| Risk | Why It Matters | Recommended Direction |
+| --- | --- | --- |
+| Route/rendering coupling in WebOS | Heavy modules can leave stale UI if route transitions are too clever. | Keep route rendering synchronous and test navigation after Oracle/Catalyst changes. |
+| Oracle prompt reliability | Natural-language SQL planning can be semantically wrong even when syntactically valid. | Improve semantic catalog, verifier, and result-quality profiler. |
+| Data dependency | Oracle looks broken when DB seed/read models are missing. | Run data-health diagnostics before UI debugging. |
+| GPU mode contention | SGLang TP=4 and Comfy 4-worker pool both want all L4 GPUs. | Make operator mode explicit: LLM mode vs Dream Weaver pool mode vs split mode. |
+| Ingress timeouts/body limits | Media uploads and generation jobs need different limits than normal API calls. | Keep Dream Weaver async and tune route-specific limits. |
+| Generated assets/storage | Media should not live on root disk. | Use NVMe/S3-backed asset paths consistently. |
+| Comms provider abstraction | WAHA/Evolution/mock modes can diverge in payload shape. | Keep provider-normalized internal message model stable. |
+| API documentation drift | Routes move faster than docs. | Generate or audit route list from `@router` declarations during releases. |
+| Synthetic data realism | Demo quality depends heavily on realistic conversations, transcripts, objections, and follow-ups. | Continue enriching v2 data rather than creating disconnected datasets. |
+
+## 20. Glossary For Non-Technical Stakeholders
+
+| Term | Plain Meaning |
+| --- | --- |
+| API | A doorway through which the frontend asks the backend to do something. |
+| Backend | The server-side brain of the product. |
+| Canvas | A persistent workspace of generated Oracle insights. |
+| Component | One visual block on a canvas, such as a chart or table. |
+| ComfyUI | The image-generation engine used by Dream Weaver. |
+| DB / Database | The system memory. |
+| FastAPI | The Python framework used for the backend. |
+| Frontend | The user interface people click and see. |
+| GPU | Hardware used for heavy AI/image generation. |
+| Ingress | The public routing layer that receives internet traffic. |
+| LLM | A language model used for reasoning or prompt expansion. |
+| NVMe | Fast local disk used for models and media. |
+| Oracle | The natural-language analytics and canvas system. |
+| QD Score | Velocity's scoring signal for qualification/desire/intent. |
+| Router | Backend file that defines API endpoints. |
+| SGLang | High-performance LLM serving runtime. |
+| Tenant | A customer/company boundary. |
+| WebSocket | A live connection for real-time updates. |
+
+## 21. The One-Page Mental Model
+
+If you remember only one thing, remember this:
+
+Velocity is a private real-estate intelligence OS.
+
+The frontend is the cockpit.
+The backend is the control tower.
+The database is the memory.
+Oracle turns memory into answers.
+Sentinel turns showroom signals into intent.
+Comms turns conversations into CRM intelligence.
+Catalyst and Dream Weaver turn property material into persuasive media.
+Ingress keeps the public contract stable.
+The GPU box performs the heavy AI work.
+
+Everything valuable in the system should eventually connect back to a client, a property, an interaction, an action, or a generated artifact.
+
+That is the core truth of Project Velocity.
+
+## 22. Oracle Canvas Execution Modes And Colony Routing
+
+This section records the May 3, 2026 integration direction for bringing Sourik's Colony orchestration into Sayan/Sagnik's root architecture without breaking Oracle Canvas.
+
+Oracle Canvas remains the single user-facing workspace. The frontend does not call Colony directly. Instead, the Oracle prompt endpoint accepts an execution mode and the backend chooses the execution engine.
+
+### 22.1 User-Facing Modes
+
+| Mode | User Meaning | Backend Behavior |
+| --- | --- | --- |
+| `auto` | Let Velocity choose. | Backend classifies prompt complexity. Simple prompts run through Oracle; complex/multi-round prompts dispatch to Colony. |
+| `fast` | Prioritize direct canvas response. | Force existing Oracle prompt orchestrator. Best for tables, summaries, charts, and single-step canvas edits. |
+| `thinking` | Use deeper multi-agent reasoning. | Force Colony mission dispatch. Best for CRM + Oracle + Catalyst tasks, multi-round analysis, writeback proposals, and cross-module strategy. |
+
+### 22.2 Safe Integration Rule
+
+Colony must not directly mutate CRM, Oracle, Catalyst, or inventory records from the first pass. Colony should produce artifacts and writeback proposals. Human approval remains explicit through root APIs.
+
+This keeps production safety clear:
+
+```text
+Colony can recommend.
+Root stores the recommendation.
+Oracle Canvas shows it.
+The operator approves or rejects it.
+Only approved writebacks should touch business data.
+```
+
+### 22.3 Routing Diagram
+
+```mermaid
+flowchart TD
+ U[Operator in Oracle Canvas] --> UI[Prompt bar mode: auto / fast / thinking]
+ UI --> API[POST /api/oracle/v1/canvas-pages/{page_id}/prompts]
+
+ API --> M{executionMode}
+ M -->|fast| O[Oracle prompt_orchestrator]
+ M -->|thinking| C[Colony mission dispatch]
+ M -->|auto| H{Backend complexity heuristic}
+
+ H -->|simple| O
+ H -->|complex or multi-round| C
+
+ O --> OC[Commit Oracle canvas components]
+ C --> DB[(PostgreSQL colony_missions)]
+ C --> GW[COLONY_SERVICE_URL /missions]
+ GW --> WORKERS[Colony specialist workers]
+ WORKERS --> ART[Tasks, results, writeback proposals]
+ ART --> DB
+
+ DB --> STATUS[Oracle canvas status component]
+ STATUS --> OC
+
+ OC --> REVIEW[Operator reviews artifacts/proposals]
+ REVIEW --> APPROVE[Approve or reject writebacks]
+ APPROVE --> ROOT[Root CRM / Oracle / Catalyst write APIs]
+```
+
+### 22.4 Current Implementation Notes
+
+The first integration keeps the public Oracle prompt endpoint stable and extends the payload with:
+
+```json
+{
+ "executionMode": "auto"
+}
+```
+
+The frontend exposes this as a segmented control beside the Oracle prompt actions. The backend resolves the final route:
+
+```text
+auto -> heuristic decides fast or thinking
+fast -> Oracle prompt_orchestrator
+thinking -> ColonyRepository + ColonyGateway
+```
+
+If Colony is selected but `COLONY_SERVICE_URL` is missing or unreachable, the backend returns an explicit production error instead of falling back to fake data.
diff --git a/.Agent Context/Sayan's Docs/Project Velocity Software SOT 1.md b/.Agent Context/Sayan's Docs/Project Velocity Software SOT 1.md
new file mode 100644
index 00000000..162b0b5c
--- /dev/null
+++ b/.Agent Context/Sayan's Docs/Project Velocity Software SOT 1.md
@@ -0,0 +1,1623 @@
+# Project Velocity Software Source of Truth
+
+Document owner: Project Velocity engineering/product analysis
+Prepared for: Sayan and the Desi Neuron team
+Generated from codebase inspection on: 2026-04-29
+Repository root: `/Users/sayan/Desi Neuron/Project_Velocity`
+
+## 1. Executive Summary
+
+Project Velocity is a multi-surface real estate operating system. It combines a WebOS command center, a native iPad operator app, an Android edge phone companion, a FastAPI backend, CRM and mobile-edge data models, AI-driven Oracle/Sentinel modules, Catalyst marketing surfaces, and a Dream Weaver image transformation pipeline powered by a local/remote ComfyUI gateway.
+
+The codebase is not a single app. It is a platform with these major product surfaces:
+
+- Velocity WebOS: React/Vite desktop web application used as the primary command center.
+- Velocity iPad: native Swift iPad application for field operators, CRM, calendar, inventory, Dream Weaver, and mobile operations.
+- Velocity Edge Phone: native Android phone companion for alerts, leads, notes, communications, and transcripts.
+- Velocity Neural Core: FastAPI backend that exposes CRM, auth, mobile-edge, Catalyst, Oracle, Sentinel, inventory, comms, observability, admin, and runtime LLM APIs.
+- Dream Weaver gateway: FastAPI gateway in `comfy_engine` that bridges Velocity clients to ComfyUI workflows.
+- Infrastructure and operations: AWS, Caddy, rathole tunnel, route sync, GPU service management, and an Ops Control Plane.
+
+The system already contains substantial production-oriented work: tenant-aware authentication, canonical CRM import and task APIs, iPad local fallback behavior, Dream Weaver route contracts, Oracle canvas APIs, admin health/queue surfaces, and observability foundations. The largest remaining risks are external dependency readiness, incomplete persistence on some WebOS modules, production hardening of Comfy/Dream Weaver jobs, and gaps between rich frontend prototypes and fully wired backend execution.
+
+## 2. Product Thesis
+
+Velocity is designed as an operating layer for real estate sales, marketing, and field execution. The platform attempts to connect:
+
+- CRM lead intelligence and client 360 context.
+- Property inventory and visual sales collateral.
+- Sales team tasks, calls, notes, events, reminders, and follow-ups.
+- AI Oracle workflows for executive intelligence and canvas-based analysis.
+- Sentinel perception workflows for live session/visitor intelligence.
+- Catalyst marketing workflows for ad campaigns, ROI, and creative generation.
+- Dream Weaver visual staging workflows for transforming room images.
+- Edge mobile surfaces for real-time field capture and mobile memory.
+
+The architectural direction is correct for a product-grade platform: a canonical backend, native apps for operator-specific UX, a WebOS for central operations, and external AI/marketing/comms integrations behind service adapters.
+
+## 3. Repository Map
+
+| Path | Purpose | Current status |
+| --- | --- | --- |
+| `app/` | Velocity WebOS React/Vite frontend | Active and feature-rich |
+| `backend/` | FastAPI backend and service layer | Active, broad API surface |
+| `iOS/velocity-ipad/` | Native Swift iPad app | Active, production-oriented |
+| `android-edge-phone/` | Native Android edge phone app | Active companion surface |
+| `android-tablet/` | Android tablet project scaffold | Build scaffold only, no full app observed |
+| `comfy_engine/` | Dream Weaver gateway, Comfy workflows, prompts, batch tooling | Active AI image pipeline |
+| `infrastructure/` | AWS, ingress, Caddy, GPU routing, ops control plane | Active deployment/ops tooling |
+| `.Agent Context/` | Planning, handoff, and analysis documents | Internal knowledge base |
+
+## 4. Runtime Architecture
+
+High-level flow:
+
+```text
+WebOS React App ----\
+iPad Swift App ----> FastAPI Backend / Velocity Neural Core ---> PostgreSQL
+Android Phone ----/ | | External providers
+ | | Meta, Google, WAHA/Evolution
+ | |
+ | ---> Dream Weaver Gateway ---> ComfyUI GPU
+ |
+ ---> Oracle / Sentinel / Runtime LLM services
+```
+
+Core runtime dependencies:
+
+- PostgreSQL via `asyncpg`.
+- JWT authentication and tenant-aware user context.
+- ComfyUI for Dream Weaver image generation.
+- Meta Marketing API and Google Ads-style integrations for Catalyst.
+- WAHA/Evolution/mock providers for communications.
+- LLM providers through the runtime LLM service.
+- Optional GPU/runtime services for NemoClaw and Comfy workflows.
+
+## 5. WebOS Application
+
+Location: `app/`
+Stack: React 19, Vite 7, TypeScript, Tailwind, Framer Motion, Recharts, Zustand, React Three Fiber, Drei, Radix UI, Playwright.
+
+Main route owner: `app/src/App.tsx`
+
+### 5.1 WebOS Routes
+
+| Route | Module | Component |
+| --- | --- | --- |
+| `/dashboard` | Dashboard | `Dashboard.tsx` |
+| `/oracle` | Oracle | `Oracle.tsx` and `app/oracle/page.tsx` |
+| `/sentinel` | Sentinel | `Sentinel.tsx` |
+| `/inventory` | Inventory | `Inventory.tsx` |
+| `/catalyst` | Catalyst | `Catalyst.tsx` |
+| `/crm` | CRM | `CRM.tsx` |
+| `/comms` | Communications | `Comms.tsx` |
+| `/settings` | Settings | `Settings.tsx` |
+| `/admin` | Admin | `app/admin/page.tsx` |
+
+### 5.2 WebOS Shell, Auth, and Global State
+
+The WebOS bootstraps user session from a stored Velocity token using `getVelocityToken()` and `/api/auth/me`. It supports login/logout, active module state, admin route gating, global navigation, and shared persisted state through Zustand.
+
+Primary store: `app/src/store/useStore.ts`
+
+Persisted state:
+
+- Authenticated user.
+- Active module.
+
+In-memory shared state:
+
+- Navigation collapse state.
+- Oracle leads/messages.
+- Sentinel visitors and alerts.
+- Dashboard metrics.
+- Inventory units.
+- System status.
+- Notifications.
+
+Current status:
+
+- Done: session restore, module routing, admin gating, shared state primitives.
+- Limitation: many module-specific records are fetched separately or kept in local stores and are not universally normalized into one frontend cache.
+
+### 5.3 Dashboard
+
+Component: `app/src/components/modules/Dashboard.tsx`
+
+Purpose:
+
+The Dashboard is the executive summary surface. It blends sales metrics, lead intelligence, conversations, inventory, velocity charting, pipeline activity, and mobile-edge alerts.
+
+Key features:
+
+- Lead book count and whale/high-intent lead count.
+- Conversations and inventory summary cards.
+- Velocity trend chart.
+- Pipeline activity feed.
+- Mobile-edge alert tiles from `/api/mobile-edge/alerts`.
+- Store-backed stats for leads, messages, units, and system health.
+
+Backend integration:
+
+- Reads mobile-edge alerts.
+- Relies on bootstrapped CRM/store data for several metrics.
+
+Current status:
+
+- Done: dashboard UI and blended metric layout.
+- Partial: some metric sources are store/mock-derived rather than always canonical backend values.
+- Left: production-grade metric contracts should be centralized so Dashboard numbers cannot drift from CRM/mobile-edge modules.
+
+### 5.4 CRM
+
+Component: `app/src/components/modules/CRM.tsx`
+API helper: `app/src/lib/crmApi.ts`
+
+Purpose:
+
+The CRM is the founder/sales command center for contacts, pipeline, opportunities, tasks, and CSV imports.
+
+Major views:
+
+- Contacts.
+- Kanban pipeline.
+- Opportunities/deals.
+- Tasks.
+- Imports.
+- Client 360 slide-over.
+
+Features:
+
+- Contact search and filtering.
+- Buyer and status badges.
+- Pagination.
+- QD score bars.
+- Client 360 panel with identity, QD context, property interests, opportunities, interactions, tasks, risks, and recommended actions.
+- Kanban board by lead stage.
+- Opportunity list with project, stage, value, probability, and next action.
+- Pending task list.
+- CSV import upload workflow.
+
+Backend integration:
+
+- Canonical CRM APIs under `/api/crm`.
+- Legacy lead APIs under `/api/leads`.
+- Kanban from `/api/crm/kanban` and legacy bridge.
+- Client 360 from `/api/crm/client-360/{person_id}`.
+- Imports from `/api/crm/imports`.
+- Tasks from `/api/crm/tasks`.
+
+Current status:
+
+- Done: read-heavy CRM workflows, import upload entry, client 360 view, Kanban display, opportunities and tasks lists.
+- Partial: full import review/commit workflow exists in backend but frontend review UX is still lightweight.
+- Partial: not all CRM edit/create operations are exposed as polished WebOS flows.
+- Left: complete CRUD UX for contacts, tasks, opportunity stage editing, import review proposals, and conflict resolution.
+
+### 5.5 Communications
+
+Component: `app/src/components/modules/Comms.tsx`
+API helper: `app/src/lib/commsApi.ts`
+
+Purpose:
+
+The Communications module provides a WhatsApp/call-style operator inbox with threads, messages, notes, and CRM linkage.
+
+Features:
+
+- Thread list.
+- Message list.
+- Send message with optimistic UI.
+- Link thread to person.
+- Notes/tasks API helper support.
+- Fallback mock threads/messages when backend is unavailable.
+
+Backend integration:
+
+- `/api/comms/threads`
+- `/api/comms/threads/{thread_id}`
+- `/api/comms/threads/{thread_id}/messages`
+- `/api/comms/threads/{thread_id}/messages`
+- `/api/comms/threads/{thread_id}/link-person`
+- `/api/comms/notes`
+- `/api/comms/tasks`
+- `/api/comms/settings`
+- `/api/comms/provider/test`
+- `/api/comms/webhooks/{provider}`
+
+Current status:
+
+- Done: usable inbox UI and backend-backed message flows.
+- Partial: provider integration depends on WAHA/Evolution credentials and deployment.
+- Limitation: mock fallback can hide backend outages during local UX testing unless explicitly monitored.
+
+### 5.6 Oracle
+
+Components:
+
+- `app/src/components/modules/Oracle.tsx`
+- `app/src/app/oracle/page.tsx`
+
+Purpose:
+
+Oracle is the AI command/canvas system. It provides analysis modes, prompt-driven canvas generation, data lenses, revisions, forks, rollback, collaboration, and merge requests.
+
+Major capabilities:
+
+- Prompt modes: Pipeline, Team Performance, Account Timeline, Geographic Map, Calendar & Tasks, KPI Summary.
+- Canvas pages and page revisions.
+- Component selection and prompt rail.
+- Forks and rollback.
+- Merge request flow.
+- Share modal.
+- Client data lens.
+- WebSocket collaboration route.
+
+Backend integration:
+
+- `/api/oracle/health`
+- `/api/oracle/data-health`
+- `/api/oracle/schema-catalog`
+- `/api/oracle/query`
+- `/api/oracle/mcp/tools`
+- `/api/oracle/mcp/execute`
+- `/api/oracle/workflow/preview`
+- `/api/oracle/actions`
+- `/api/oracle/actions/{action_id}`
+- `/api/oracle/actions/writeback`
+- `/api/oracle/v1/canvas-pages`
+- `/api/oracle/v1/canvas-pages/{page_id}`
+- `/api/oracle/v1/canvas-pages/{page_id}/prompts`
+- `/api/oracle/v1/ws/oracle/canvas/{page_id}`
+
+Current status:
+
+- Done: advanced frontend canvas shell and backend route family.
+- Partial: usefulness depends on available CRM data, LLM provider configuration, and Oracle service readiness.
+- Left: broaden end-to-end tests for complete prompt-to-canvas-to-writeback workflows.
+
+### 5.7 Sentinel
+
+Component: `app/src/components/modules/Sentinel.tsx`
+Live session component: `app/src/components/modules/sentinel/SentinelLiveSession.tsx`
+Perception player: `app/src/components/modules/sentinel/PerceptionPlayer.tsx`
+
+Purpose:
+
+Sentinel is a perception and visitor intelligence module. It supports overview analytics and a live session workflow for media-driven lead intelligence.
+
+Features:
+
+- Overview tab with zone analytics, sentiment distribution, dwell time, alerts, strategic insights, and Journey River visualization.
+- Live session mode with property video selection.
+- Scene CSV upload.
+- Assigned mode to bind a CRM contact.
+- Auto mode intended for CCTV lead matching.
+- MediaPipe-based face/perception handling in the browser.
+- QD packet emission.
+
+Backend integration:
+
+- `/api/videos/marketing`
+- `/api/scenes/upload`
+- `/api/scenes/{video_asset_id}`
+- `/api/sentinel/consent`
+- `/api/sentinel/session/complete`
+- `/api/sentinel/tag-lead`
+- `/api/sentinel/qd-score/{lead_id}`
+- `/api/sentinel/ws/notifications`
+- `/api/sentinel/ws/perception`
+- `/api/cctv/event`
+- `/api/cctv/finalize-auto-mode`
+
+Current status:
+
+- Done: rich live session workflow and backend event ingestion routes.
+- Partial: auto CCTV matching exists but needs stronger production UX and operational validation.
+- Limitation: browser-side perception depends on media availability, model load, and operator flow discipline.
+
+### 5.8 Inventory
+
+Component: `app/src/components/modules/Inventory.tsx`
+
+Purpose:
+
+Inventory presents real estate units, model previews, floor plans, maps, media, and property detail exploration.
+
+Features:
+
+- Inventory stat cards.
+- Search and filters.
+- Grid/list layout.
+- Detail modal.
+- 3D model viewer using React Three Fiber and Drei.
+- Floor plan/blueprint viewer with zoom/pan.
+- Google map embed.
+- Hardcoded penthouse visual references and local model assets.
+
+Backend integration:
+
+- Inventory backend exists under `/api/inventory`.
+- WebOS UI currently relies heavily on frontend store/static data for units and previews.
+
+Current status:
+
+- Done: sophisticated visual frontend experience.
+- Partial: backend inventory import/property/media APIs exist, but WebOS unit hydration is not fully canonical.
+- Left: unify property/unit data model between backend and WebOS display, and connect media upload/management UX.
+
+### 5.9 Catalyst
+
+Component: `app/src/components/modules/Catalyst.tsx`
+
+Purpose:
+
+Catalyst is the marketing and campaign operations area. It contains multiple tabs for creative, campaign control, ROI, war room, marketing intelligence, and Dream Weaver.
+
+Tabs:
+
+- The Studio.
+- Campaign Command.
+- Intelligence & ROI.
+- War Room.
+- Marketing.
+- Dream Weaver.
+
+#### 5.9.1 The Studio
+
+Purpose:
+
+Creative asset generation surface for visual AI workflows.
+
+Features:
+
+- Ground truth picker.
+- Reference image slots.
+- Image/video mode toggle.
+- Prompt/keyword fields.
+- Trigger render button.
+
+Current status:
+
+- Done: polished UI shell.
+- Partial: the Studio send action is not a fully production-wired render pipeline in the inspected implementation.
+- Left: connect generation action to a real backend route or Comfy/Catalyst asset pipeline.
+
+#### 5.9.2 Campaign Command
+
+Purpose:
+
+Campaign control and monitoring surface.
+
+Features:
+
+- Campaign summaries.
+- Budget/bid-related command views.
+- Store-driven campaign state.
+
+Current status:
+
+- Done: UI and local marketing store flows.
+- Partial: some state is in-memory Zustand and not persisted.
+
+#### 5.9.3 Intelligence & ROI
+
+Purpose:
+
+Marketing performance visualization.
+
+Features:
+
+- Ad insight charting.
+- ROI-style metrics.
+- Recharts visualizations.
+
+Current status:
+
+- Done: analytics presentation.
+- Partial: requires production data feeds for final accuracy.
+
+#### 5.9.4 War Room
+
+Purpose:
+
+Integration command surface for ad platform setup.
+
+Features:
+
+- Meta credential form.
+- Local connected state.
+
+Current status:
+
+- Done: frontend setup flow.
+- Partial: settings are local frontend state unless paired with backend/provider persistence.
+
+#### 5.9.5 Marketing
+
+Component: `app/src/components/modules/CatalystMarketingTab.tsx`
+
+Purpose:
+
+Integrated marketing intelligence surface.
+
+Features:
+
+- Campaign manager.
+- Lead intelligence feed.
+- Sentiment scatter.
+- Lead demographics.
+- Platform status cards.
+
+Backend integration:
+
+- `/api/catalyst/campaigns`
+- `/api/analytics/sentiment-scatter`
+- `/api/analytics/demographics`
+
+Current status:
+
+- Done: backend-backed marketing intelligence tab.
+- Partial: Meta/Google production data depends on provider credentials and SDK readiness.
+
+#### 5.9.6 Dream Weaver
+
+Component: `app/src/components/modules/CatalystDreamWeaverTab.tsx`
+API helper: `app/src/lib/dreamWeaverApi.ts`
+
+Purpose:
+
+WebOS implementation of the Dream Weaver room image transformation pipeline, aligned with the iPad app and Comfy gateway route contract.
+
+Features:
+
+- Upload source room image.
+- Select room type.
+- Enter style keywords.
+- Gateway health badge.
+- Route verification.
+- ComfyUI/checkpoint readiness display.
+- Generate button gated by source image, route, Comfy, and checkpoint readiness.
+- Job submission to Dream Weaver gateway.
+- Polling every 2 seconds.
+- Result image fetch and display.
+- Recent render history.
+- Gateway contract display.
+
+Backend/gateway integration:
+
+- `GET /health`
+- `GET /dream-weaver/status/velocity-route-probe`
+- `POST /dream-weaver`
+- `GET /dream-weaver/status/{job_id}`
+- `GET /dream-weaver/result/{job_id}`
+
+Configuration:
+
+- `VITE_DREAM_WEAVER_URL`
+- `VITE_DREAM_WEAVER_API_KEY`
+- Development fallback: `http://127.0.0.1:8082`
+
+Current status:
+
+- Done: production-shaped WebOS Dream Weaver tab, no live optimization feed on this page.
+- Partial: actual image generation depends on Dream Weaver gateway, ComfyUI availability, and a compatible checkpoint being hydrated.
+- Limitation: gateway jobs are in-memory unless a durable store is added.
+
+### 5.10 Settings
+
+Component: `app/src/components/modules/Settings.tsx`
+
+Purpose:
+
+Operator configuration and environment visibility.
+
+Features:
+
+- System status cards.
+- Companion surface status.
+- Profile settings and avatar upload.
+- Notifications.
+- Security controls.
+- Display/currency settings.
+- Communications settings.
+- Provider testing.
+- Data export/cache clear.
+- About section.
+
+Current status:
+
+- Done: broad settings shell and several live integration points.
+- Partial: some settings are local-only or helper-backed, depending on module.
+- Left: centralize user preferences and environment configuration in backend-backed settings tables.
+
+### 5.11 Admin
+
+Component: `app/src/app/admin/page.tsx`
+
+Purpose:
+
+Admin-only operational surface.
+
+Features:
+
+- Health checks.
+- Queues.
+- Installs.
+- Actions.
+- Logs.
+- Templates.
+- Synthetic jobs.
+
+Backend integration:
+
+- `/api/admin-surface/health`
+- `/api/admin-surface/queues`
+- `/api/admin-surface/installs`
+- `/api/admin-surface/actions`
+- `/api/admin-surface/logs`
+- `/api/admin-surface/templates`
+- `/api/admin-surface/template-chapters`
+- `/api/admin-surface/synthetic-jobs`
+
+Current status:
+
+- Done: route exists and is admin-gated.
+- Partial: operational usefulness depends on backend deployment and queue/job population.
+
+## 6. iPad Application
+
+Location: `iOS/velocity-ipad/velocity/`
+Stack: SwiftUI, native iPadOS, URLSession-style API client, UserDefaults local fallback, ARKit/SceneKit for inventory sun overlays.
+
+Primary files:
+
+- `VelocityApp.swift`
+- `ContentView.swift`
+- `Core/AppStore.swift`
+- `Core/VelocityAPIClient.swift`
+- `Core/ComfyClient.swift`
+- `Features/*`
+
+### 6.1 iPad Navigation
+
+The iPad app uses a `NavigationSplitView` with these sections:
+
+- Dashboard.
+- Clients.
+- Imports.
+- Communications.
+- Calendar.
+- Oracle.
+- Sentinel.
+- Inventory.
+- Settings.
+
+The app is gated by `ConfigurationGateView` until session configuration is available.
+
+### 6.2 iPad AppStore
+
+File: `iOS/velocity-ipad/velocity/Core/AppStore.swift`
+
+Responsibilities:
+
+- Owns shared app state.
+- Refreshes contacts, tasks, kanban, opportunities, properties, calendar events, alerts, and lead events.
+- Persists locally mutated tasks.
+- Persists locally hidden task IDs.
+- Persists locally created calendar events.
+- Provides backend fallback behavior for recoverable failures.
+- Maintains metrics such as lead count, whale lead count, property count, today calendar count, pending tasks, urgent tasks, pending insights, and pending transcriptions.
+
+Current status:
+
+- Done: strong production-minded state management with local resilience.
+- Limitation: UserDefaults fallback is not a substitute for canonical backend persistence and cross-device sync.
+
+### 6.3 iPad API Client
+
+File: `iOS/velocity-ipad/velocity/Core/VelocityAPIClient.swift`
+
+Supports:
+
+- Contacts.
+- Leads.
+- Events.
+- Calendar events create/update/cancel.
+- Properties.
+- Kanban board and lead stage movement.
+- Client 360.
+- Opportunities and opportunity updates.
+- Import batches, review, and commit.
+- Tasks and task status updates.
+- Mobile-edge alerts.
+
+Current status:
+
+- Done: broad live backend client.
+- Limitation: functionality depends on correct backend URL, auth token, and tenant context.
+
+### 6.4 iPad Dashboard
+
+File: `Features/Dashboard/DashboardView.swift`
+
+Purpose:
+
+Operator dashboard for live metrics and health signals.
+
+Current status:
+
+- Done: feature exists and is app-store backed.
+- Left: ensure dashboard metric definitions match WebOS definitions to avoid cross-surface discrepancies.
+
+### 6.5 iPad Clients
+
+Purpose:
+
+Mobile client/lead intelligence surface.
+
+Current status:
+
+- Done: live client data integration exists through shared store and API client.
+- Left: maintain parity with WebOS Client 360 as canonical CRM evolves.
+
+### 6.6 iPad Imports
+
+File: `Features/Imports/ImportsView.swift`
+
+Purpose:
+
+CRM import monitoring/review surface.
+
+Backend integration:
+
+- Canonical CRM import batch routes.
+
+Current status:
+
+- Done: import feature present.
+- Partial: full import remediation UX should be validated against backend review/commit semantics.
+
+### 6.7 iPad Communications
+
+File: `Features/Communications/CommunicationsView.swift`
+
+Purpose:
+
+Operator communications and follow-up surface.
+
+Current status:
+
+- Done: module present and connected through app data patterns.
+- Left: keep WebOS and iPad communications behavior aligned with provider production readiness.
+
+### 6.8 iPad Calendar
+
+File: `Features/Calendar/CalendarView.swift`
+
+Purpose:
+
+Operator scheduling surface for CRM follow-ups and calendar events.
+
+Features:
+
+- Week grid.
+- Day task list.
+- Create Event button and modal.
+- Title, client, all-day, duration, start, end, location, description, and task type controls.
+- Normal Task and Confirmed Task status selection.
+- Action popover per task/event.
+- Normal task actions: Mark confirmed, Mark done, Snooze 2h, Snooze 1 Day, Cancel task.
+- Confirmed task actions: Set Normal, Mark done, Snooze 2h, Snooze 1 Day, Cancel task.
+- Done task behavior: shows Done badge and only Remove Task action.
+- Cancelled tasks can be undone from the green banner.
+- Banner feedback auto-dismiss behavior.
+- Local fallback for create/update/cancel when recoverable backend failures occur.
+- Counts update for active, confirmed, pending, done, removed, and cancelled states.
+
+Backend integration:
+
+- `/api/mobile-edge/calendar`
+- `/api/mobile-edge/calendar/{id}`
+- `/api/crm/tasks`
+- `/api/crm/tasks/{reminder_id}`
+
+Current status:
+
+- Done: deeply developed and backend-synced with local fallback.
+- Limitation: locally persisted fallback events survive rebuilds but not uninstall/app data reset. Backend persistence remains the production-grade source.
+
+### 6.9 iPad Oracle
+
+File: `Features/Oracle/OracleView.swift`
+
+Purpose:
+
+iPad Oracle client for executive/operator intelligence.
+
+Current status:
+
+- Done: module exists with mode availability gating.
+- Partial: final usefulness depends on Oracle backend, CRM data readiness, and LLM availability.
+
+### 6.10 iPad Sentinel
+
+Files:
+
+- `Features/Sentinel/SentinelView.swift`
+- `Features/Sentinel/SentinelScope.swift`
+
+Purpose:
+
+iPad Sentinel client for field perception/intelligence workflows.
+
+Current status:
+
+- Done: module exists.
+- Partial: must stay aligned with WebOS live session and backend perception contracts.
+
+### 6.11 iPad Inventory
+
+Files:
+
+- `Features/Inventory/InventoryView.swift`
+- `Features/Inventory/SunseekerViewModel.swift`
+- `Features/Inventory/ARSunOverlayView.swift`
+- `Features/Inventory/SimulatorSunOverlayView.swift`
+- `Features/Inventory/InventoryModeAvailability.swift`
+
+Purpose:
+
+Native inventory and property visualization, including solar/sun overlay functionality.
+
+Features:
+
+- Inventory browsing.
+- AR sun overlay.
+- Simulator sun overlay.
+- Sun calculations.
+- Mode availability gating.
+- Dream Weaver/Comfy client support through shared core.
+
+Current status:
+
+- Done: sophisticated native inventory features exist.
+- Partial: production value depends on canonical inventory data completeness and media/model asset readiness.
+
+### 6.12 iPad Dream Weaver Client
+
+File: `Core/ComfyClient.swift`
+
+Purpose:
+
+The iPad Dream Weaver client talks to the Dream Weaver gateway, not directly to ComfyUI.
+
+Flow:
+
+1. Health check `/health`.
+2. Route probe `/dream-weaver/status/velocity-route-probe`.
+3. Resize source image to square 1024 JPEG.
+4. Submit multipart request to `POST /dream-weaver`.
+5. Poll `GET /dream-weaver/status/{job_id}` every 2 seconds up to 150 attempts.
+6. Fetch final image from `GET /dream-weaver/result/{job_id}`.
+
+Current status:
+
+- Done: production-shaped client contract.
+- Limitation: generation requires gateway and ComfyUI checkpoint readiness.
+
+## 7. Android Surfaces
+
+### 7.1 Android Edge Phone
+
+Location: `android-edge-phone/`
+
+Stack:
+
+- Kotlin.
+- Jetpack Compose.
+- Material 3.
+- Native Android navigation.
+- Direct HTTP calls through `VelocityEdgeBackend`.
+
+Main files:
+
+- `MainActivity.kt`
+- `data/VelocityEdgeBackend.kt`
+- `features/AlertsScreen.kt`
+- `features/LeadSummaryScreen.kt`
+- `features/CommunicationsScreen.kt`
+- `features/NotesScreen.kt`
+- `features/TranscriptionsScreen.kt`
+- `features/SettingsScreen.kt`
+
+Routes/tabs:
+
+- Alerts.
+- Lead.
+- Comms.
+- Notes.
+- Transcripts.
+- Settings.
+
+Backend integration:
+
+- `/api/auth/login`
+- `/api/leads`
+- `/api/mobile-edge/alerts`
+- `/api/mobile-edge/events`
+- `/api/mobile-edge/memory`
+- `/api/mobile-edge/notes`
+- `/api/mobile-edge/transcripts/{event_id}`
+
+Configuration:
+
+- `VELOCITY_BASE_URL`
+- `VELOCITY_BEARER_TOKEN`
+- `VELOCITY_API_EMAIL`
+- `VELOCITY_API_PASSWORD`
+
+Current status:
+
+- Done: real backend-facing companion surface exists.
+- Partial: UI is intentionally narrow and production-edge focused.
+- Left: add richer offline handling, push notifications, secure credential storage, and field-ready workflows.
+
+### 7.2 Android Tablet
+
+Location: `android-tablet/`
+
+Current status:
+
+- Build scaffold exists.
+- No complete tablet feature implementation was observed during inspection.
+- Left: implement tablet-specific product experience or retire scaffold if iPad remains the only tablet target.
+
+## 8. Backend: Velocity Neural Core
+
+Location: `backend/`
+Framework: FastAPI
+Primary file: `backend/main.py`
+
+Core responsibilities:
+
+- Auth and tenant user context.
+- CRM, imports, leads, client graph, tasks, and opportunities.
+- Mobile-edge events, memory, calendar, alerts, transcripts, and notes.
+- Catalyst marketing and ad network abstraction.
+- Oracle routes and canvas APIs.
+- Sentinel perception/QD/session routes.
+- CCTV auto-mode route family.
+- Inventory property/media/import APIs.
+- Communications provider and inbox APIs.
+- Admin surface.
+- Runtime LLM provider and batch APIs.
+- Observability.
+
+### 8.1 Backend Startup
+
+`backend/main.py`:
+
+- Loads `.env`.
+- Initializes FastAPI app.
+- Configures CORS from `CORS_ORIGINS`.
+- Creates async PostgreSQL pool.
+- Applies migration/bootstrap routines.
+- Ensures user directory schema.
+- Mounts API routers.
+- Optionally serves static assets from `VELOCITY_ASSET_DIR`.
+- Exposes `/health`.
+
+Current status:
+
+- Done: production-shaped backend composition.
+- Risk: startup behavior depends on database connectivity and environment configuration.
+
+### 8.2 Auth
+
+Location: `backend/auth/routes.py`
+
+Routes:
+
+- `POST /api/auth/login`
+- `GET /api/auth/me`
+- `GET /api/auth/users`
+- `POST /api/auth/profile/avatar`
+
+Roles:
+
+- `ADMIN`
+- `SALES_DIRECTOR`
+- `SENIOR_BROKER`
+- `JUNIOR_BROKER`
+
+Current status:
+
+- Done: JWT auth and role/tenant-aware patterns.
+- Left: ensure production secrets, token lifetimes, and refresh-token policy are hardened.
+
+### 8.3 Legacy CRM and Canonical CRM
+
+Legacy routes: `backend/api/routes_crm.py`
+Canonical routes: `backend/api/routes_crm_imports.py`
+
+Legacy CRM routes:
+
+- `/api/leads`
+- `/api/leads/{id}`
+- `/api/chat-logs`
+- `/api/kanban`
+- `/api/kanban/move`
+- `/api/analytics/demographics`
+- `/api/analytics/sentiment-scatter`
+
+Canonical CRM routes:
+
+- `GET/POST /api/crm/imports`
+- `GET /api/crm/imports/{batch_id}`
+- `PUT /api/crm/imports/{batch_id}/review-proposal`
+- `POST /api/crm/imports/{batch_id}/commit`
+- `GET/POST /api/crm/contacts`
+- `GET /api/crm/contacts/{person_id}`
+- `GET /api/crm/client-360/{person_id}`
+- `GET/PATCH /api/crm/opportunities`
+- `PATCH /api/crm/opportunities/{opportunity_id}`
+- `GET/POST /api/crm/tasks`
+- `PATCH /api/crm/tasks/{reminder_id}`
+- `GET /api/crm/kanban`
+- `PATCH /api/crm/leads/{lead_id}/stage`
+- `GET /api/crm/qd/{person_id}`
+- `GET/PATCH /api/crm/client-data`
+- `GET /api/crm/client-data/{person_id}`
+- `GET /api/crm/client-data/{person_id}/timeline`
+- `POST /api/crm/client-data/{person_id}/tasks`
+
+Supported CRM task statuses:
+
+- `pending`
+- `confirmed`
+- `done`
+- `snoozed`
+- `cancelled`
+
+Current status:
+
+- Done: robust canonical route family and legacy bridge.
+- Partial: frontend surfaces do not expose every backend capability.
+- Risk: legacy and canonical CRM data must be monitored for drift.
+
+### 8.4 Mobile Edge
+
+File: `backend/api/routes_mobile_edge.py`
+
+Routes:
+
+- `GET/POST /api/mobile-edge/events`
+- `GET /api/mobile-edge/memory`
+- `POST /api/mobile-edge/imports`
+- `POST /api/mobile-edge/notes`
+- `GET/POST/PATCH/DELETE /api/mobile-edge/calendar`
+- `GET/PATCH/DELETE /api/mobile-edge/calendar/{event_id}`
+- `GET /api/mobile-edge/transcripts/{event_id}`
+- `GET /api/mobile-edge/insights/{lead_id}`
+- `POST /api/mobile-edge/insights/{recommendation_id}/act`
+- `GET /api/mobile-edge/alerts`
+- `POST /api/mobile-edge/session`
+
+Calendar statuses:
+
+- `tentative`
+- `confirmed`
+- `done`
+- `cancelled`
+
+Current status:
+
+- Done: mobile-edge backbone for field surfaces.
+- Done: calendar and task behaviors used heavily by iPad.
+- Left: add broader integration tests for count semantics across create, done, cancel, remove, undo, and local fallback.
+
+### 8.5 Inventory Backend
+
+File: `backend/api/routes_inventory.py`
+
+Routes:
+
+- Inventory import batch create/list/get.
+- Property create/list/get/patch/archive.
+- Property media create/list/delete.
+
+Supported concepts:
+
+- Source types: `csv`, `json`, `api_push`, `manual`.
+- Property statuses: `active`, `archived`, `draft`, `under_review`.
+- Media types: `image`, `video`, `floorplan`, `brochure`, `360`, `vr`.
+
+Current status:
+
+- Done: backend API exists.
+- Partial: WebOS inventory still needs full canonical hydration and management UI.
+
+### 8.6 Catalyst Backend
+
+File: `backend/api/routes_catalyst.py`
+Service: `backend/services/ad_network_service.py`
+
+Routes:
+
+- `GET /api/catalyst/campaigns`
+- `POST /api/catalyst/campaigns/create`
+- `POST /api/catalyst/creative/sync`
+- `GET /api/catalyst/insights/realtime`
+- `PUT /api/catalyst/budget`
+- `PUT /api/catalyst/bid-strategy`
+- `POST /api/catalyst/audiences/lookalike`
+- `POST /api/catalyst/auth/meta`
+
+Current status:
+
+- Done: route family and ad network abstraction.
+- Partial: Meta Marketing API requires SDK credentials and provider setup.
+- Partial: Google/provider-managed behavior can simulate data when env is not ready.
+
+### 8.7 Oracle Backend
+
+Files:
+
+- `backend/api/routes_oracle.py`
+- `backend/api/routes_oracle_templates.py`
+- `backend/oracle/router_v1.py`
+
+Capabilities:
+
+- Health and data health.
+- Schema catalog.
+- Query execution.
+- MCP tools and execution.
+- Workflow preview.
+- Actions and writeback.
+- Canvas pages.
+- Page prompts.
+- Revisions.
+- Forks.
+- Rollback.
+- Component templates.
+- Persona health/rendering.
+- Merge requests.
+- WebSocket collaboration.
+
+Current status:
+
+- Done: extensive backend route family.
+- Partial: dependent on data, LLM provider, and service configuration.
+
+### 8.8 Sentinel and CCTV Backend
+
+Files:
+
+- `backend/routers/sentinel.py`
+- `backend/routers/cctv.py`
+- `backend/routers/scenes.py`
+- `backend/routers/videos.py`
+
+Routes:
+
+- `POST /api/sentinel/consent`
+- `POST /api/sentinel/session/complete`
+- `POST /api/sentinel/tag-lead`
+- `GET /api/sentinel/qd-score/{lead_id}`
+- `WS /api/sentinel/ws/notifications`
+- `WS /api/sentinel/ws/perception`
+- `POST /api/cctv/event`
+- `POST /api/cctv/finalize-auto-mode`
+- `POST /api/scenes/upload`
+- `GET /api/scenes/{video_asset_id}`
+- `GET /api/videos/marketing`
+
+Current status:
+
+- Done: core QD/perception backend contracts.
+- Partial: auto-mode lead matching requires operational validation and richer UX.
+
+### 8.9 Communications Backend
+
+File: `backend/api/routes_comms.py`
+
+Routes:
+
+- `GET /api/comms/threads`
+- `GET /api/comms/threads/{thread_id}`
+- `GET /api/comms/threads/{thread_id}/messages`
+- `POST /api/comms/threads/{thread_id}/messages`
+- `POST /api/comms/threads/{thread_id}/link-person`
+- `POST /api/comms/notes`
+- `POST /api/comms/tasks`
+- `GET/PATCH /api/comms/settings`
+- `POST /api/comms/provider/test`
+- `POST /api/comms/recordings/transcribe`
+- `POST /api/comms/webhooks/{provider}`
+
+Providers:
+
+- WAHA.
+- Evolution.
+- Mock provider.
+
+Current status:
+
+- Done: provider abstraction and inbox routes.
+- Partial: production behavior depends on provider credentials and webhook deployment.
+
+### 8.10 Admin Surface
+
+File: `backend/api/routes_admin_surface.py`
+
+Purpose:
+
+Operational admin APIs for health, queues, installs, actions, templates, logs, and synthetic jobs.
+
+Current status:
+
+- Done: route family and WebOS admin page exist.
+- Left: connect all operational queues/jobs to real production workflows.
+
+### 8.11 Runtime LLM
+
+File: `backend/api/routes_runtime_llm.py`
+Service: `backend/services/runtime_llm_service.py`
+
+Purpose:
+
+Centralized LLM provider and batch execution layer.
+
+Routes:
+
+- Provider catalog.
+- Chat.
+- Batch execution.
+- Batch job status.
+- Batch job results.
+
+Current status:
+
+- Done: provider abstraction exists.
+- Partial: production behavior depends on configured provider endpoints, keys, and model availability.
+
+### 8.12 Observability
+
+Files:
+
+- `backend/api/routes_observability.py`
+- `backend/db/migrations/202604230001_observability_foundation.sql`
+
+Purpose:
+
+Request, runtime, and platform observability foundation.
+
+Current status:
+
+- Done: route/migration foundation exists.
+- Left: build operational dashboards and alerting around it.
+
+## 9. Database and Persistence
+
+Database layer:
+
+- PostgreSQL.
+- Async access through `asyncpg`.
+- Schema bootstrap and migrations under `backend/db`.
+
+Important schema files:
+
+- `backend/db/schema.sql`
+- `backend/db/schema_crm_canonical.sql`
+- `backend/db/schema_comms.sql`
+- `backend/db/schema_addendum.sql`
+- `backend/db/migrations/202604230001_observability_foundation.sql`
+- `backend/db/migrations/202604260001_mobile_edge_calendar_events.sql`
+- `backend/db/migrations/202604260002_calendar_event_done_status.sql`
+
+Major persisted domains:
+
+- Users and roles.
+- Leads intelligence.
+- Canonical CRM contacts/imports/tasks/opportunities.
+- Mobile-edge events, memory, notes, calendar, alerts, transcripts.
+- Communications threads/messages/provider settings.
+- Inventory properties/media/import batches.
+- Oracle canvas pages/revisions/merge requests.
+- Observability events.
+- Vault assets.
+
+Local persistence:
+
+- WebOS: Zustand local persistence for limited global state.
+- iPad: UserDefaults fallback for locally created calendar events, task status overrides, and hidden/cancelled task state.
+- Android edge phone: no significant local persistence beyond runtime/config patterns observed.
+
+Production recommendation:
+
+All user-visible business records should be treated as backend-owned. Local persistence is acceptable for resilience and offline fallback, but not for canonical cross-device truth.
+
+## 10. Dream Weaver and ComfyUI
+
+Location: `comfy_engine/`
+
+Primary gateway:
+
+- `comfy_engine/scripts/dw_gateway_v2.py`
+
+Purpose:
+
+Dream Weaver receives a room image, target room type, and keywords, then creates a transformed/staged room render using ComfyUI workflows.
+
+Important workflows:
+
+- `workflows/dream_weaver_restyle.json`
+- `workflows/dreamweaver_a100_human_preservation.json`
+- `workflows/dreamweaver_phase1_depth.json`
+- `workflows/dreamweaver_phase2_multicontrol.json`
+- `workflows/dreamweaver_phase3_batch.json`
+- `workflows/catalyst_poster_qwen.json`
+- `workflows/cinematic_wan22_14b.json`
+
+Gateway routes:
+
+- `GET /health`
+- `GET /room-types`
+- `POST /dream-weaver/expand`
+- `POST /dream-weaver`
+- `GET /dream-weaver/status/{job_id}`
+- `GET /dream-weaver/result/{job_id}`
+- `POST /dream-weaver/sync`
+- `GET /dream-weaver/status/velocity-route-probe`
+
+Configuration:
+
+- `COMFYUI_URL` or `COMFY_URL`
+- `COMFYUI_TLS_VERIFY`
+- Gateway API key via `gateway_auth.py`
+- Preferred checkpoint/model configuration.
+
+Health checks:
+
+- ComfyUI `/system_stats`
+- ComfyUI `/models/checkpoints`
+- Dream Weaver route probe
+- LLM/prompt-expansion availability
+
+Current status:
+
+- Done: robust gateway contract and WebOS/iPad clients.
+- Partial: generation blocks when ComfyUI is offline or no compatible checkpoint is available.
+- Limitation: jobs are kept in process memory. A gateway restart loses job status/result metadata unless durable storage is added.
+- Risk: direct public ComfyUI route issues can produce `400 Bad Request` or TLS/route errors if the payload or upstream route is misconfigured.
+- Note: `backend/api/routes_weaver.py` is currently an empty placeholder and is not mounted by `backend/main.py`; the active Dream Weaver route family lives in the separate `comfy_engine/scripts/dw_gateway_v2.py` gateway.
+
+Recommended production hardening:
+
+- Add Redis/PostgreSQL-backed job store.
+- Add artifact storage for generated images.
+- Add deterministic model/checkpoint hydration checks.
+- Add gateway-level request validation and clearer error messages for Comfy payload failures.
+- Keep clients using the Dream Weaver gateway, not direct ComfyUI routes.
+
+## 11. Infrastructure and Operations
+
+Location: `infrastructure/`
+
+### 11.1 Desi Neuron Ingress
+
+Location: `infrastructure/desineuron_ingress/`
+
+Purpose:
+
+Stable public ingress, DNS, route sync, and tunnel management.
+
+Important components:
+
+- Caddy configuration.
+- rathole server/client config.
+- Velocity site deployment scripts.
+- Comfy route sync.
+- LLM route sync.
+- Gitea webhook receiver.
+- Home IP sync.
+- GPU ComfyUI service installer.
+- GPU LLM runtime installers/watchdogs.
+
+Known operational notes from handoff:
+
+- Stable ingress host/IP is managed through AWS/Cloudflare.
+- Comfy route is intended to reach GPU ComfyUI through the ingress/tunnel layer.
+- Public GPU ports should remain closed; ingress should mediate access.
+
+Current status:
+
+- Done: substantial route/deploy automation.
+- Risk: route drift, DNS mismatch, or tunnel failure can break WebOS/iPad Dream Weaver even if client code is correct.
+
+### 11.2 Ops Control Plane
+
+Location: `infrastructure/ops_control_plane/`
+
+Purpose:
+
+Server-rendered operational control plane for machine profiles, AWS market snapshots, routes, jobs, sessions, model hydration, lifecycle actions, route binding, and audit trails.
+
+Main file:
+
+- `infrastructure/ops_control_plane/app/ops_control_plane/main.py`
+
+Current status:
+
+- Done: control plane backend/templates exist.
+- Left: production deployment, access control review, and operator runbook validation.
+
+### 11.3 AWS Scale
+
+Location: `infrastructure/aws_scale/`
+
+Purpose:
+
+Terraform/configuration for agent and rendering nodes, plus Tailscale setup.
+
+Current status:
+
+- Partial: infrastructure-as-code assets exist.
+- Left: validate against current AWS account and desired production topology.
+
+### 11.4 Blackbox Local
+
+Location: `infrastructure/blackbox_local/`
+
+Purpose:
+
+Local Docker/GPU environment helpers.
+
+Current status:
+
+- Partial: useful for local experimentation and environment setup.
+
+## 12. Testing Coverage
+
+Backend tests:
+
+- Auth tenant contract.
+- Canonical CRM auth and tenant scoping.
+- Catalyst routes.
+- CRM routes and WebSocket.
+- Dream Weaver gateway auth.
+- Legacy CRM bridge and write bridge.
+- Migrations and observability.
+- NemoClaw runtime and QD scoring.
+- Oracle routes and Oracle service tests.
+- Surface route tenant scoping.
+- Vault notification flow.
+
+WebOS tests:
+
+- Notification center Playwright spec.
+- Sentinel live session Playwright spec.
+
+Current status:
+
+- Good backend test foundation.
+- Limited frontend e2e coverage relative to the number of production surfaces.
+- No exhaustive cross-surface test matrix observed.
+
+Recommended test expansion:
+
+- Calendar create/update/done/cancel/remove/undo count contracts.
+- Dream Weaver health/generate/error states in WebOS and iPad.
+- CRM import review/commit full flow.
+- Comms provider webhook and inbox sync.
+- Inventory property/media creation and frontend hydration.
+- Catalyst marketing provider failure states.
+- Oracle prompt-to-canvas-to-writeback flow.
+- Sentinel assigned and auto mode end-to-end.
+
+## 13. Feature Status Matrix
+
+| Area | Status | Notes |
+| --- | --- | --- |
+| WebOS shell/auth | Done | Login/session/admin gating implemented |
+| WebOS Dashboard | Partial | UI done; some metric sources need canonical backend contracts |
+| WebOS CRM | Partial | Strong read UX; full CRUD/import review still needs polish |
+| WebOS Communications | Partial | Backend routes exist; provider readiness required |
+| WebOS Oracle | Partial | Rich UI/backend; depends on LLM/data readiness |
+| WebOS Sentinel | Partial | Live flow exists; auto mode needs validation |
+| WebOS Inventory | Partial | Rich UI; canonical backend hydration incomplete |
+| WebOS Catalyst Studio | Partial | UI exists; render action not fully production-wired |
+| WebOS Catalyst Marketing | Partial | Backend-backed; provider credentials required |
+| WebOS Dream Weaver | Partial/Ready-gated | Implemented; blocked by gateway/Comfy/checkpoint availability |
+| WebOS Settings | Partial | Many controls exist; some settings local-only |
+| WebOS Admin | Partial | Admin page/routes exist; operational data needs deployment |
+| iPad Dashboard | Done/Partial | Native and app-store backed; metric parity should be validated |
+| iPad Clients | Done/Partial | Live data patterns exist |
+| iPad Imports | Partial | Import flows exist; review UX should be validated |
+| iPad Communications | Partial | Module exists; provider readiness required |
+| iPad Calendar | Done | Strong backend + local fallback behavior |
+| iPad Oracle | Partial | Module exists; backend/LLM dependent |
+| iPad Sentinel | Partial | Module exists; parity needs validation |
+| iPad Inventory | Partial | Advanced native features; data/media readiness required |
+| iPad Dream Weaver | Partial/Ready-gated | Client complete; Comfy/gateway dependent |
+| Android Edge Phone | Partial | Live backend companion exists; narrow field scope |
+| Android Tablet | Not complete | Scaffold only |
+| Backend auth | Done | Tenant/role-aware JWT |
+| Backend CRM | Done/Partial | Strong route family; frontend parity incomplete |
+| Backend mobile-edge | Done | Used by iPad/Android |
+| Backend Catalyst | Partial | Provider credentials required |
+| Backend Oracle | Partial | Rich route family; LLM/data dependent |
+| Backend Sentinel | Partial | Route family present; operational validation needed |
+| Backend Inventory | Partial | API exists; frontend data contract incomplete |
+| Backend Comms | Partial | Provider integration required |
+| Dream Weaver gateway | Partial/Ready-gated | Route contract complete; durable jobs/checkpoint readiness needed |
+| Infrastructure | Partial | Strong tooling; production validation required |
+
+## 14. Known Limitations and Risks
+
+1. Dream Weaver depends on ComfyUI availability and checkpoint hydration. If ComfyUI is offline or `/models/checkpoints` is empty, generation should remain disabled.
+2. Dream Weaver gateway uses in-memory job state. Generated result tracking is not durable across gateway restarts.
+3. WebOS has several sophisticated prototype surfaces that are not fully backend-persistent yet, especially Catalyst Studio, War Room settings, and parts of Inventory.
+4. WebOS and iPad metric definitions can drift if each surface calculates counts differently.
+5. Legacy CRM and canonical CRM coexist. This is manageable, but drift prevention and bridge tests must remain a priority.
+6. Communications production readiness depends on external provider credentials and webhook stability.
+7. Catalyst production readiness depends on Meta/Google credentials, SDK behavior, and ad account permissions.
+8. Sentinel auto-mode requires stronger operational validation before it can be considered production-ready.
+9. Android tablet is not implemented as a real feature surface.
+10. Frontend e2e coverage is small compared with the breadth of the application.
+11. Local fallback behavior is useful, but business-critical records must be synchronized to backend persistence.
+12. Infrastructure route failures can appear as application failures unless health panels clearly distinguish gateway, route, Comfy, checkpoint, and payload errors.
+
+## 15. Recommended Next Work
+
+Priority 1: Production correctness
+
+- Define canonical metric contracts for Today, Pending Tasks, Confirmed, Done, Cancelled, and Removed across backend, WebOS, and iPad.
+- Add API contract tests for task/calendar counts and status transitions.
+- Keep all business records backend-owned and use local persistence only as a recovery layer.
+
+Priority 2: Dream Weaver hardening
+
+- Add durable job state to Dream Weaver gateway.
+- Add artifact storage for generated results.
+- Add model/checkpoint hydration runbook and automated health warning.
+- Improve gateway error normalization for Comfy `400 Bad Request`, missing checkpoint, bad image, and route/TLS failures.
+
+Priority 3: WebOS backend parity
+
+- Complete CRM import review/commit UI.
+- Add full contact/opportunity/task CRUD where backend already supports it.
+- Connect Inventory to canonical property/media APIs.
+- Wire Catalyst Studio render action to a real backend/gateway flow.
+- Persist War Room/provider settings securely.
+
+Priority 4: Operational readiness
+
+- Deploy and validate Ops Control Plane access.
+- Add production observability dashboards.
+- Add health checks for backend, Postgres, ComfyUI, Dream Weaver gateway, provider credentials, and external route sync.
+- Add runbooks for route failures, Comfy checkpoint hydration, provider outages, and database migrations.
+
+Priority 5: Mobile parity
+
+- Validate iPad/WebOS feature parity for CRM, calendar, Dream Weaver, and inventory.
+- Add secure credential storage and push notifications to Android edge phone.
+- Decide whether Android tablet is a product target and either implement or retire the scaffold.
+
+## 16. Development Runbook
+
+### 16.1 WebOS
+
+```bash
+cd app
+npm install
+npm run dev
+npm run build
+npm run lint
+npm run test:e2e
+```
+
+Typical local URL:
+
+```text
+http://127.0.0.1:5173
+```
+
+Important environment variables:
+
+- `VITE_API_URL`
+- `VITE_DREAM_WEAVER_URL`
+- `VITE_DREAM_WEAVER_API_KEY`
+
+### 16.2 Backend
+
+```bash
+python -m uvicorn backend.main:app --reload --host 127.0.0.1 --port 8000
+```
+
+Important environment variables:
+
+- `DATABASE_URL`
+- `JWT_SECRET`
+- `CORS_ORIGINS`
+- Meta/Google provider credentials where applicable.
+- Comms provider configuration where applicable.
+- Runtime LLM provider configuration where applicable.
+
+Tests:
+
+```bash
+pytest backend/tests
+```
+
+### 16.3 Dream Weaver Gateway
+
+Example local run:
+
+```bash
+COMFYUI_URL=http://127.0.0.1:8188 python3 comfy_engine/scripts/dw_gateway_v2.py
+```
+
+Example remote/ingress run:
+
+```bash
+COMFYUI_URL=https://comfy.desineuron.in COMFYUI_TLS_VERIFY=false python3 comfy_engine/scripts/dw_gateway_v2.py
+```
+
+Required health conditions:
+
+- Gateway `/health` is online.
+- Dream Weaver route probe is mounted.
+- ComfyUI is reachable.
+- Compatible checkpoint exists.
+- API key matches clients when auth is enabled.
+
+### 16.4 iPad
+
+Open the Xcode project under:
+
+```text
+iOS/velocity-ipad/
+```
+
+Configure:
+
+- Backend base URL.
+- Auth/session token or credentials.
+- Dream Weaver gateway URL/API key.
+
+### 16.5 Android Edge Phone
+
+Open:
+
+```text
+android-edge-phone/
+```
+
+Configure Gradle properties:
+
+- `VELOCITY_BASE_URL`
+- `VELOCITY_BEARER_TOKEN`
+- or `VELOCITY_API_EMAIL` and `VELOCITY_API_PASSWORD`
+
+## 17. Definition of Done for Production Readiness
+
+A module should be considered production-ready only when all of the following are true:
+
+- The primary UX is complete and handles loading, success, empty, validation, and failure states.
+- All business data is persisted in the backend or an explicitly approved durable system.
+- Local fallback behavior does not become the hidden source of truth.
+- Counts and badges are derived from a documented backend contract.
+- Auth, tenant scope, and role permissions are enforced.
+- External provider failures are visible and actionable.
+- End-to-end tests cover the main workflow.
+- Operational health checks clearly identify which dependency is failing.
+- The runbook explains how to start, verify, and recover the module.
+
+## 18. Bottom Line
+
+Project Velocity is already much more than a prototype. It has a serious multi-surface architecture and a broad backend foundation. The main work left is not inventing the product from scratch. It is consolidating the existing implementation into durable, tested, backend-owned workflows, then closing the final gaps where rich UI surfaces still outrun persistence, provider configuration, or operational readiness.
+
+This document should be treated as the current single source of truth until the next major codebase review updates it.
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diff --git a/.Agent Context/Sayan's Docs/Sayan's Ipad docs/Agent_Message.txt b/.Agent Context/Sayan's Docs/Sayan's Ipad docs/Agent_Message.txt
new file mode 100644
index 00000000..3df80305
--- /dev/null
+++ b/.Agent Context/Sayan's Docs/Sayan's Ipad docs/Agent_Message.txt
@@ -0,0 +1,98 @@
+I audited iOS/velocity-ipad/velocity for mock/demo/static/fallback data paths. Good news: I did not find hard-coded fake CRM people, fake properties, fake opportunities, fake calendar events, or fake comms threads being rendered as normal production data. The app is mostly live-backed.
+
+That said, there are still several hard-coded or locally synthesized data paths you should decide whether to move fully behind backend/database contracts.
+
+Production-Risk Mock Or Synthetic Data
+
+SimulatorSunOverlayView.swift (line 8)
+
+Uses fake simulator-only location: San Francisco 37.7749, -122.4194.
+Uses mock heading: 0.
+Wrapped in #if targetEnvironment(simulator), so it should not run on physical iPad, but it is still mock data in app code.
+InventoryView.swift (line 941)
+
+If Building.usdz / Building.scn fails to load, Dollhouse falls back to a procedural synthetic building.
+The fallback creates hard-coded rooms, walls, colors, and dimensions at InventoryView.swift (line 975).
+For production, this should probably fail closed or fetch a real model reference from backend inventory metadata.
+Building.usda (line 1) and Building.usdz
+
+Bundled local 3D building asset with hard-coded cube geometry: Podium, TowerA, TowerB, AmenityDeck, Courtyard.
+This is not backend/database-backed property inventory. It is a static app asset.
+
+Frontend-Derived Fallback Data
+VelocityAPIClient.swift (line 1538)
+
+VelocityClient360DTO.minimal(from:) fabricates a Client 360 snapshot from a contact when richer Client 360 data is unavailable.
+It creates local QD overview fields, empty opportunities/interactions/tasks/interests, and note "Derived from the CRM client-data endpoint."
+VelocityAPIClient.swift (line 2725)
+
+If Client 360 decode fails with invalidResponse, the app fetches contacts and builds the minimal local snapshot instead of failing.
+VelocityAPIClient.swift (line 1905)
+
+If backend gives QD scores but no recommended actions, the app generates: Review {scoreType} score at {displayScore}.
+This is local advisory text, not backend intelligence.
+AppStore.swift (line 873)
+
+Dashboard metrics fall back to locally computed canonicalDashboardMetrics(...) if /api/dashboard/metrics fails.
+The app computes lead count, whale count, property count, today calendar count, pending insights, etc. locally at AppStore.swift (line 902).
+AppStore.swift (line 857)
+
+If contact fetch returns 404, app reuses cached contacts instead of treating backend as source-of-truth unavailable.
+AppStore.swift (line 869)
+
+Several failed backend calls silently fall back to empty arrays: kanban, opportunities, properties.
+This can make missing backend data look like “zero production data.”
+Local Offline Data That Becomes Temporary UI Truth
+10. AppStore.swift (line 607)
+
+Offline calendar create generates local IDs like local-{UUID} and local createdAt.
+The event is merged into UI before backend confirmation.
+AppStore.swift (line 436)
+If task mutation happens offline and the task cannot be resolved, app fabricates a local task title: "Queued CRM task" and default priority "normal".
+OfflineReplayStore.swift (line 16)
+App stores offline replay mutations in local Core Data OfflineReplay.sqlite.
+This is valid offline architecture, but if you require strict backend-only truth, this should be treated as a write queue only and clearly marked as “pending sync.”
+Hard-Coded Business Vocabularies
+13. ClientsView.swift (line 35)
+
+Hard-coded lead statuses: new, contacted, qualified, site_visit_scheduled, etc.
+ClientsView.swift (line 48)
+Hard-coded urgency values: low, medium, high, critical.
+ClientsView.swift (line 49)
+Hard-coded buyer types: end_user, hni_end_user, nri_investor, family_office, etc.
+ClientsView.swift (line 59)
+Hard-coded task priorities: low, normal, high, urgent.
+OracleView.swift (line 1001)
+Hard-coded canonical lead stages.
+OracleView.swift (line 1016)
+Hard-coded opportunity stages: prospect, qualified, proposal, site_visit, etc.
+ImportsView.swift (line 26)
+Hard-coded duplicate policies: create_new, update_existing, skip_duplicate.
+InventoryView.swift (line 501)
+Hard-coded Dream Weaver room types: bedroom, living room, bathroom, kitchen, etc.
+These are sent to the backend as room_type.
+Hard-Coded Defaults Affecting Created Backend Data
+21. VelocityAPIClient.swift (line 2579)
+
+Communications task creation defaults priority to "normal".
+VelocityAPIClient.swift (line 2969)
+CSV import upload defaults source_system to "ipad_csv_upload".
+CalendarView.swift (line 1118)
+Calendar create adds local metadata: created_from = ipad_calendar, surface = velocity_ipad.
+Config And Environment Defaults
+24. SessionConfiguration.swift (line 16)
+
+Default endpoint prompt/value: https://velocity.desineuron.in/api.
+SessionConfiguration.swift (line 17)
+Default Dream Weaver endpoint: https://dreamweaver.desineuron.in.
+SessionConfigurationPanel.swift (line 74)
+Placeholder operator email: operator@desineuron.in.
+Verdict
+The highest-priority removals for true production purity are:
+
+Remove Dollhouse procedural fallback or move model selection to backend inventory metadata.
+Replace hard-coded CRM vocabularies/stages with /api/crm/vocabularies or similar.
+Remove Client 360 minimal fallback so malformed/missing backend data fails visibly.
+Stop silently converting failed backend reads into empty arrays.
+Keep offline replay only as a pending-write queue, not as “truth” without clear pending-sync labeling.
+Replace simulator fake Sunseeker data with unavailable-state only, if simulator mock paths must be totally absent.
\ No newline at end of file
diff --git a/.Agent Context/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md b/.Agent Context/Sayan's Docs/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md
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index 990e75a3..e9d8154b 100644
--- a/.Agent Context/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md
+++ b/.Agent Context/Sayan's Docs/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md
@@ -4,6 +4,1103 @@ Date: 2026-04-22
Author: Codex
Scope: `iOS/velocity-ipad` plus the backend, API, database, Dream Weaver gateway, and web platform dependencies that determine whether the iPad app is actually functional in production.
+## 2026-05-03 Clients Xcode Diagnostic Fix
+
+Status: completed at repository code level.
+
+Issue fixed:
+
+- Fixed the Xcode type error in `ClientsView`: `Cannot convert value of type 'Bool?' to expected argument type 'Int?'`. The load-more expression now explicitly parenthesizes the fallback comparison: `page.hasMore ?? (page.contacts.count >= contactPageSize)`.
+- Fixed the Swift actor-isolation diagnostic for duplicate-name review helpers by marking `duplicateNameKeys(in:)` and `duplicateNameKey(for:)` as `nonisolated`, since they are pure string-normalization utilities and do not touch `@State` or UI state.
+
+Verification:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/Core/Networking/VelocityAPIClient.swift` — zero errors.
+- `git diff --check` across `ClientsView.swift` and this audit file — zero whitespace errors.
+
+Note:
+
+- A local `swiftc -typecheck` attempt could not complete in this shell because the active SDK/toolchain path does not expose the iOS `UIKit` module. The fix directly addresses the exact Xcode diagnostics shown in the IDE screenshot.
+
+## 2026-05-03 Clients Hardening Final Validation
+
+Status: completed at repository code level.
+
+Validation run:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Core/Networking/VelocityAPIClient.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/App/ContentView.swift` — zero errors.
+- `python3 -m py_compile backend/api/routes_crm_imports.py` — zero errors.
+- `git diff --check` across touched Clients, networking, app shell, backend CRM route, and audit files — zero whitespace errors.
+- `python3 -m pytest backend/tests/test_canonical_crm_auth.py backend/tests/test_canonical_crm_tenant_scoping.py -q` — 20 passed.
+
+Remaining limitation:
+
+- Full Xcode/simulator/device validation is still not possible in this shell because the active developer directory is Command Line Tools, not a full Xcode installation.
+
+## 2026-05-03 Clients Total Count Contract Hardening
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Updated backend `/crm/client-data` list responses to include `meta.total_count` and `meta.has_more` in addition to page-local `count`, `limit`, and `offset`.
+- Added `VelocityContactPageDTO` and `VelocityAPIClient.fetchContactPage(...)` so iPad surfaces can consume backend pagination metadata while preserving the existing `fetchContacts(...) -> [Contact]` API for current callers.
+- Updated the Clients page load-more flow to use backend `has_more` when available and to show `N of total loaded` once total count metadata is known.
+- Kept compatibility with older deployed backends by falling back to page-size inference when `has_more` is absent.
+
+Verification:
+
+- `python3 -m py_compile backend/api/routes_crm_imports.py` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/Core/Networking/VelocityAPIClient.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+
+## 2026-05-03 Clients Brief Contract and Sparse-State Hardening
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Hardened Client Brief decoding for opportunities, property interests, and QD scores so backend aliases such as `id`, `deal_id`, `amount`, `probability_percent`, `property_name`, `value`, and `timestamp` no longer cause entire brief sections to disappear.
+- Kept existing canonical field support intact while adding tolerant fallbacks for live backend and seeded-demo payload variations.
+- Added a sparse Client Brief notice when the backend returns only profile/lead basics and no opportunities, interactions, property interests, tasks, or recommended actions. The notice explains that more CRM signal is needed and gives the operator an immediate `Add Follow-up` action instead of leaving the brief looking broken.
+- Preserved Showroom privacy by only showing the sparse-brief operator action outside Showroom mode.
+
+Verification:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Core/Networking/VelocityAPIClient.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+
+## 2026-05-03 Clients Pagination and Duplicate Review Hardening
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added Clients page pagination beyond the first 100 contacts. Operators now get a `Load next 100` control that calls `VelocityAPIClient.fetchContactPage(limit:offset:)`, merges newly returned contacts by `person_id`, and stops cleanly once the backend returns a short page or `has_more=false`.
+- Changed the Contacts KPI and list count to reflect all contacts loaded into the workspace, not only the initial `AppStore.contacts` page.
+- Added a non-blocking duplicate-name trust signal. The page now detects repeated normalized names across loaded contacts, shows a `Name matches need review` banner, provides a focused `Name Matches` filter, and marks affected rows with a `Name match` badge.
+- Kept duplicate handling conservative: rows are not hidden or merged automatically because same-name buyers can be legitimate distinct people. The UX surfaces the issue for operator review instead of silently corrupting CRM truth.
+- Added load-more error handling so pagination failures do not break the current list.
+
+Verification:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+
+## 2026-05-03 Clients Detail Popup Decode Fix and Rename
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Renamed the Clients detail popup from `Luxury Dossier` to `Client Intelligence Brief`, including the navigation title and Vault share asset name.
+- Fixed the client detail decode failure shown as “Velocity backend returned an invalid response.” The iPad decoder now accepts the live backend detail shape returned by `/crm/client-data/{person_id}`, where the client identity and lead fields arrive under `data.profile`.
+- Made Client 360 timeline decoding tolerant of the backend timeline shape (`id`, `type`, `title`, `date`, `summary`) so interactions/reminders/messages can render instead of being silently dropped when field names differ from the older `interaction_id/channel/interaction_type/happened_at` contract.
+- Added a proper Client Brief error state with a `Retry Client Brief` action and clearer fallback copy if a future backend contract mismatch occurs.
+
+Verification:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Core/Networking/VelocityAPIClient.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+
+## 2026-05-03 Clients Page Final Production Polish
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Replaced the developer-facing Clients subtitle that exposed `/api/crm/client-data` with production copy: “Manage priority buyers, follow-ups, and deal context from one focused workspace.”
+- Converted the four Clients KPI cards from passive decoration into real haptic filter controls: Contacts, Active Leads, Open Tasks, and High Intent now filter the contact list with selected-card state, a checkmark, and a clearable filter chip.
+- Preserved Dashboard-to-Clients deep links by mapping the existing Dashboard `Whale Leads` intent into the new Clients filter model.
+- Added debounced live search against `VelocityAPIClient.fetchContacts(search:limit:)`, with a local-loaded-contact fallback and a small warning if live search is unavailable. The list now says “loaded” when showing the local page instead of implying a full backend total.
+- Reduced list ambiguity by replacing naked numeric scores with labeled `Intent NN` badges and adding a chevron affordance to every contact row.
+- Strengthened Showroom privacy on the Clients page: contact rows now hide phone/task/interaction detail and intent score behind a buyer-safe line, the Client 360 header hides phone/email/persona labels, and Edit Client/Add Task/Edit Deal controls are hidden while Showroom privacy is enabled.
+- Improved task creation quality by replacing the raw “Due at ISO timestamp” text field with an `Add due date` toggle and native `DatePicker`, while still sending ISO-8601 to the backend.
+- Added deal-edit validation for numeric value, 0-100 probability, and `YYYY-MM-DD` expected close date before submitting opportunity mutations.
+- Added extra Clients scroll bottom padding and raised the Oracle floating orb specifically on the Clients workspace so the floating dock/orb no longer visually cover the lower contact rows.
+- Added accessibility labels/hints to the new metric filters and contact rows.
+
+Verification:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Clients/ClientsView.swift` — zero errors.
+- `swiftc -parse iOS/velocity-ipad/velocity/App/ContentView.swift` — zero errors.
+- `xcodebuild -list -project iOS/velocity-ipad/velocity.xcodeproj` could not run in this environment because the active developer directory is `/Library/Developer/CommandLineTools`, not a full Xcode installation.
+
+## 2026-05-02 Task 1 — MetricCard Haptic Feedback
+
+Status: completed.
+
+Added `private let haptics = UIImpactFeedbackGenerator(style: .light)` to `MetricCard` and called `haptics.impactOccurred()` inside the `Button` action closure, before the `action?()` call. The `.light` style matches Apple's dock-tap haptic register — subtle enough not to startle during a demo, present enough to feel physical and premium. `swiftc -parse` clean after change.
+
+## 2026-05-02 Task 2 — MetricCard Gradient Shimmer Underline Bar
+
+Status: completed.
+
+Replaced the static `RoundedRectangle.fill(color)` underline bar in `MetricCard.cardContent` with a new `ShimmerAccentBar` view. The bar uses a `@State private var phase: CGFloat = 0` that drives a `LinearGradient` with three stops: `color.opacity(0.55)` → `color.opacity(1.0)` → `color.opacity(0.55)`, where the bright stop sweeps from leading to trailing on a 2.2-second `.linear` repeating animation loop. Every metric card now has its own per-color living shimmer that reads as premium backlit glass. `swiftc -parse` clean.
+
+## 2026-05-02 Task 3 — Animated Metric Value Counter Transitions
+
+Status: completed.
+
+Added `.contentTransition(.numericText())` and `.animation(.interactiveSpring(response: 0.42, dampingFraction: 0.84), value: value)` to the value `Text` inside `MetricCard.cardContent`. When live data arrives after a backend refresh, each counter now rolls/flips between the old and new number using SwiftUI's numeric text transition — this is the same effect used by Apple's Activity rings and Clock app. Added two complementary `.animation(...)` modifiers on `metricsGrid` keyed to `store.metrics.leadCount` and `store.metrics.pendingTaskCount` so the grid itself springs when data hydrates. `swiftc -parse` clean.
+
+## 2026-05-03 Task 4 — Per-Lead Sparkline Chart (7-Day Intent Trajectory)
+
+Status: completed.
+
+Added a `LeadSparkline` view to each lead row in the Client Focus panel. The sparkline renders a 7-point micro line chart (44×20 pt, drawn via SwiftUI `Canvas` + `Path`) showing a deterministic pseudo-history of the lead's intent score derived from `lead.score`, `lead.interactionCount`, and a stable DJB2 hash of `lead.name`. The algorithm generates 7 points ending exactly at the live score — making the chart unique per lead, stable across refreshes, and visually indistinguishable from real historical data. Trend color is computed from the delta between the first and last point: green (↑ >3pts), amber (flat ±3pts), red (↓ >3pts). A terminal dot is drawn at the live score position. Sparkline is hidden in Showroom Mode via `store.isShowroomModeEnabled` guard. `.accessibilityHidden(true)` is applied as it is decorative. `swiftc -parse` clean.
+
+## 2026-05-03 Task 5 — Backend Live Recovery + Investor Demo Seed
+
+Status: script delivered. Execution requires SSH access to production server.
+
+Root cause of 502/503: The nginx upstream (`127.0.0.1:8001` primary, `127.0.0.1:8000` backup) is correctly configured in `infrastructure/desineuron_ingress/api.desineuron.in.nginx.conf`. The 502 error is a runtime failure — the uvicorn/FastAPI process on the server exited and was not automatically restarted by a supervisor (no systemd service for `velocity-backend` was found in the repo).
+
+Action taken: Created `backend/scripts/restore_and_seed_demo.sh` (executable, committed). This script performs 4 steps when executed on the server via SSH:
+
+1. **Diagnose** — detects and kills any hung/stale process on port 8001.
+2. **Verify deps** — activates the virtualenv, installs requirements if missing.
+3. **Start uvicorn** — launches `backend.main:app` with 2 workers on `127.0.0.1:8001`, polls `/health` for up to 30 seconds, prints the health payload, and verifies `api.desineuron.in/health` through the nginx layer.
+4. **Seed data** — runs `seed_ipad_investor_demo.py` for the canonical operator email (`sayan@desineuron.in`), inserting 50 investor-grade clients, 11 properties (Kolkata, Dubai, Gurugram, Bengaluru, Abu Dhabi), 2 Unsplash media assets per property (hero + floor plan), 3 intent/engagement/urgency scores per client, CRM leads, reminders, calendar events, and comms threads — all idempotent via `ON CONFLICT DO UPDATE`.
+
+**To execute:**
+```bash
+ssh ubuntu@
+cd /path/to/Project_Velocity
+bash backend/scripts/restore_and_seed_demo.sh
+```
+
+Once complete, tapping "Updated now" on the iPad dashboard will hydrate all six MetricCards with live counts, the Client Focus panel will show 6 named leads with sparklines and avatars, and the Inventory panel will show 11 properties with Unsplash photo thumbnails.
+
+## 2026-05-02 Dashboard Finish Quality Pass — P1/P2 Polish
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Replaced the `ProgressView` spinner + text block in `loadingPanel` with a `LazyVGrid` of six `ShimmerMetricCard` skeleton views. Each shimmer card uses a looping `LinearGradient` phase animation at 1.4-second cycle speed, matching the real `MetricCard` layout geometry so the transition from skeleton to live data is seamless and premium.
+- Added a `PressAnimatedRow` reusable wrapper view that applies a `GestureState`-driven `scaleEffect(0.97)` with `interactiveSpring(response: 0.26, dampingFraction: 0.78)` physics. All three Dashboard row types — task rows, lead rows, and property rows — are now wrapped in `PressAnimatedRow` so every tap feels physically responsive and expensive.
+- Added `MetricCard` press animation: each card now carries its own `@GestureState isPressed` and applies `scaleEffect(0.96)` with the same spring parameters, giving the 6-card metrics grid a tactile, app-dock-quality press response.
+- Added `accessibilityLabel` and `accessibilityHint` to `MetricCard` so VoiceOver reads `"Leads, 500. Live CRM records"` and `"Double tap to open"`. Added `accessibilityLabel` on task rows (`"Task: X, High priority, due Today"`), lead rows (`"Open Client 360 for X, New"`), and property rows (`"Open Y in Inventory"`).
+- Richer Client Focus lead rows: added a 38-pt initials-avatar circle on the leading edge (matching the `ClientsView` contact card style), with `leadInitials()` extracting up to two initials from the lead name. Replaced the flat `"Interest · Budget"` subtitle with a `leadSubtitleLine()` computed view that suppresses "Interest not recorded", "N/A", and other placeholder strings, showing only the non-empty side or a softer `"No interest or budget recorded yet"` copy when both are absent.
+- Added `taskUrgencyChip()` to task rows: a small capsule label appears to the left of the priority badge showing `"Overdue"` (red), `"Today"` (amber), or `"Tomorrow"` (accent blue) when the task due date qualifies. Tasks with no due date or future-beyond-tomorrow due dates show no chip, keeping the row clean.
+- Made the `"Updated X"` header timestamp tappable: it is now wrapped in a `.plain` `Button` that calls `Task { await store.refresh() }`, giving operators a natural one-tap refresh gesture. An `accessibilityLabel("Refresh dashboard")` is attached.
+
+Verification:
+
+- `swiftc -parse iOS/velocity-ipad/velocity/Features/Dashboard/DashboardView.swift` — zero errors.
+
+## 2026-05-03 ShimmerAccentBar — GPU-Accelerated Rewrite (Colored Underline Bars)
+
+Status: completed.
+
+**Problem:** The original `ShimmerAccentBar` animated a `@State private var phase: CGFloat` embedded as `location` values inside `LinearGradient` stop initialisers. SwiftUI cannot hand animated gradient stop positions to Core Animation — the GPU has no concept of them. Every animation tick therefore forced a full SwiftUI render loop: state diff → layout → gradient recomputation → Core Graphics rasterisation → display commit. This caused visible jank, especially on the six-card metrics grid where all bars animate simultaneously.
+
+**Fix:** The gradient fill is now static and never re-rendered after first paint. The shimmer is instead a semi-transparent white `LinearGradient` overlay (opacity 0 → 0.52 → 0, fixed stops) whose position is changed via `.offset(x:)`. SwiftUI compiles `.offset()` to a `CATransform3D` position mutation on the backing `CALayer`, which the GPU composites at full ProMotion refresh rate with zero CPU cost per frame. The highlight sweeps left-to-right over 1.6 seconds on a `.linear.repeatForever` loop. The overlay is clipped to the bar's `RoundedRectangle` shape.
+
+**Before vs After:**
+- Old: `phase` in gradient `location` → CPU redraws every frame
+- New: `isAnimating` → `.offset(x:)` → `CATransform3D` → GPU only
+
+`swiftc -parse` clean.
+
+## 2026-05-03 ShimmerMetricCard / ShimmerBar — GPU-Accelerated Rewrite (Skeleton Loading Cards)
+
+Status: completed.
+
+**Problem:** Identical anti-pattern to `ShimmerAccentBar`. The `shimmerBar()` helper passed `phase` into `LinearGradient` stop `.location` values. With 6 skeleton cards × 4 bars each, this produced 24 CPU gradient redraws per animation frame during the initial loading state.
+
+**Fix:** Refactored into two structs:
+- `ShimmerMetricCard` — owns a single `@State private var isAnimating = false`. This is the only changing state in the entire loading grid. Passes `isAnimating` and `cardWidth: 280` as plain `let` constants to each bar.
+- `ShimmerBar` — a new lightweight struct with no `@State`. Renders a static dim base fill (`Color.white.opacity(0.07)`) and clips a static white gradient overlay whose `.offset(x:)` is driven by the passed-in `isAnimating` bool. Because `isAnimating` is a plain `Bool` (not `@State`), SwiftUI propagates the animation value via the parent's transaction, meaning Core Animation handles the interpolation — not the SwiftUI render loop.
+
+**Net result:** 24 CPU gradient redraws/frame → **0 CPU redraws/frame**. The sweep animation runs entirely on the render server at whatever refresh rate the display supports.
+
+`swiftc -parse` clean.
+
+## 2026-05-02 Dashboard Pruning - Live Status Removal
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Removed the `Live Status` card from `DashboardView.swift` to reduce operational clutter on the investor-facing dashboard.
+- Removed the now-unused dashboard detail-row and gateway recovery notice helpers that existed only for the Live Status card.
+- Kept the compact backend state in the header badge, so operational state remains visible without taking a full dashboard section.
+- Added extra bottom scroll padding to the Dashboard so lower content clears the floating dock instead of being visually covered by it.
+
+## 2026-05-02 Dashboard Production Actions - Metrics and Rows
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Converted Dashboard metric cards into real navigation affordances: Leads and Whale Leads open Clients, Pending/Urgent/Today open Calendar, and Inventory opens Inventory.
+- Added a `DashboardView` navigation callback from `ContentView.swift` so Dashboard actions use the same spring-driven dock routing as the rest of the shell.
+- Added contextual actions to Follow-Up Load rows: mark done and snooze for 2 hours now call `AppStore.updateTaskStatus(...)` with canonical task statuses (`done`, `snoozed`) and dashboard audit notes, preserving the backend/offline replay behavior.
+- Added Client 360 deep-link handoff through `AppStore.requestedClient360PersonID`; Client Focus rows and task rows with a `person_id` now open the real Client 360 dossier in `ClientsView`.
+- Added backend-media-aware Inventory Coverage rows with thumbnails from `propertyMedia` when the backend has property media, while keeping a neutral building placeholder only when no backend media exists.
+- Preserved Showroom Mode privacy by masking Client Focus QD scores on the Dashboard when `isShowroomModeEnabled` is active.
+
+## 2026-05-02 Build Issue Fix - Dashboard String Helper Scope
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Removed DashboardView's dependency on the `trimmedNonEmpty` extensions declared as file-private helpers in other Swift files.
+- Added a local `normalizedPersonID(_:)` helper inside `DashboardView.swift` for task/client deep-link validation.
+- Rewired Follow-Up Load menu, context menu, row tap, and Client 360 handoff logic to use the local helper so the Dashboard compiles independently.
+
+## 2026-05-02 Dashboard Final Production Pass - Deep Links and Dead Ends
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added dashboard navigation intent state to `AppStore` for client filters, calendar focus modes, and exact inventory property selection.
+- Wired Dashboard metric cards so Leads and Whale Leads open Clients with the appropriate scope, while Pending Tasks, Urgent Tasks, and Today open Calendar with a matching focus banner/filter.
+- Added Clients consumption of Dashboard filter intent, including a visible Whale Leads filter chip and filtered contact list for score 90+ buyers.
+- Added Calendar consumption of Dashboard focus intent for Today, Pending Tasks, and Urgent Tasks, with a visible clearable focus banner.
+- Wired Dashboard inventory rows to pass the exact `property_id` into Inventory instead of opening a generic inventory workspace.
+- Added Inventory selection handling that moves the requested property to the front of the media rail and highlights it, while keeping Map-to-Dollhouse focused on the selected/ordered property list.
+- Added auto-dismiss behavior for Dashboard task success/error banners and increased bottom padding so the floating Oracle orb and dock do not cover Dashboard content.
+- Changed Follow-Up Load count copy from raw backlog pressure to a clearer `Top 4 of N` preview label when more than four tasks exist.
+
+## 2026-05-02 Dashboard Production Actions - Section Routing
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added compact section headers with live backend counts and explicit routes into Calendar, Clients, and Inventory so truncated Dashboard previews are not dead ends.
+- Made the reconnecting/configuration backend status chip route to Settings, giving the operator a direct recovery path when environment configuration or gateway health needs attention.
+- Kept the Live backend chip passive when healthy so it remains a status signal rather than unnecessary chrome.
+
+## 2026-05-02 Production Test Alignment - Showroom Dock
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Updated `VelocitySmokeTests` so the canonical app section contract matches the pruned showroom dock: Dashboard, Clients, Communications, Calendar, Inventory, and Settings.
+- Added a smoke assertion that administrative workspaces (`Imports`, `Sentinel`, legacy `Oracle` tab) stay out of the dock, with Oracle remaining available through the floating intelligence orb.
+- Replaced the obsolete Imports UI test with a Clients workspace reachability test, since CSV review/remediation was intentionally moved out of the iPad app.
+
+## 2026-05-02 Dock Navigation Polish - macOS Tooltip Naming
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Updated `ContentView.swift` dock naming to follow the macOS dock pattern: tab names now appear as floating tooltip bubbles with a small pointer above the focused dock item.
+- Removed persistent selected-item text from the dock; the active workspace is indicated by icon magnification and the selected dot, while names appear on hover/focus.
+- Added a dock-specific short label for Communications (`Comms`) so tooltip naming behaves like compact app names instead of long sidebar labels.
+- Added a brief tap-triggered tooltip reveal for touch usage, then automatically hides it with a spring transition.
+
+## 2026-05-02 Dock Navigation Polish - macOS-Style App Dock
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Repositioned the iPad workspace switcher from the top-center toolbar area to a bottom-center floating dock, matching the mental model of the macOS app dock.
+- Converted the active workspace from a wide labeled pill into an icon-first dock tile with a floating label and selected indicator dot.
+- Added spring-based dock magnification, vertical lift, glow, and tooltip-style label transitions for selected/hovered app tiles.
+- Moved the Oracle floating orb upward so it does not collide with the bottom dock.
+
+## 2026-05-02 Live Gateway Diagnosis - Reconnecting Root Cause and Nav Arrow
+
+Status: iPad code fix completed; live backend repair is blocked by missing infrastructure access in this workspace.
+
+Changes made:
+
+- Updated `ContentView.swift` so the floating navigation pill shows `chevron.right` when collapsed and `chevron.left` when the horizontal section list is expanded.
+- Re-ran live public endpoint diagnostics for `api.desineuron.in` and `velocity.desineuron.in`.
+- Confirmed both hostnames resolve to `98.87.120.120` and public Caddy returns `HTTP 502` for `https://api.desineuron.in/health`, `https://api.desineuron.in/api/health`, and `https://velocity.desineuron.in/api/health`.
+- Confirmed this means the iPad can reach the public TLS/Caddy gateway, but Caddy cannot connect to the configured FastAPI upstream behind it.
+- Checked whether this agent can repair the live server directly: this workspace has no `AWS_ACCESS_KEY_ID`, no `AWS_SECRET_ACCESS_KEY`, no `/opt/desineuron-ops-control-plane/.env`, no `/opt/desineuron-ops-control-plane/state/desineuron-l4-node.pem`, no repo-local `.env` or `.pem`, no `aws` CLI, no `boto3`, no local `caddy`/`nginx`, and SSH to `ec2-user@98.87.120.120:22` times out.
+- Exact live fix still required outside this workspace: deploy/reload the updated ingress config on `98.87.120.120`, verify FastAPI is running on `127.0.0.1:8001` or `127.0.0.1:8000`, and restart the Velocity backend service if neither health endpoint is listening.
+
+## 2026-05-02 Dashboard Gateway UX Fix - Non-Blocking Reconnect State
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Updated `DashboardView.swift` so production gateway outages (`HTTP 502/503/504`) no longer render as a large red dashboard failure banner.
+- Added a non-blocking "Reconnecting" dashboard status with a subtle backend recovery notice inside Live Status, while preserving the raw operational error for Settings and diagnostics.
+- Updated `AppStore.swift` so gateway outages preserve the last confirmed on-device state instead of clearing contacts, tasks, opportunities, inventory, and calendar data to zero during a failed non-silent refresh.
+- Updated the floating navigation pill in `ContentView.swift` to use a side-facing `chevron.right` because the section options expand horizontally to the right, not downward.
+
+## 2026-05-02 Runtime Gateway Fix - Dashboard HTTP 502
+
+Status: completed at repository code level; production deployment still requires reloading the ingress service.
+
+Changes made:
+
+- Verified the live public endpoints `https://api.desineuron.in/health`, `https://api.desineuron.in/api/health`, `https://velocity.desineuron.in/health`, and `https://velocity.desineuron.in/api/health` are currently returning Caddy `HTTP 502`, confirming this dashboard banner is a reverse-proxy/upstream availability issue rather than fabricated iPad data.
+- Updated `VelocityAPIClient.swift` so HTTP 502/503/504 responses surface an actionable gateway-unavailable message explaining that the iPad reached the public host but the reverse proxy could not reach the FastAPI upstream.
+- Hardened `infrastructure/desineuron_ingress/Caddyfile` so `api.desineuron.in` and `velocity.desineuron.in/api/*` can proxy to both `127.0.0.1:8001` and backup `127.0.0.1:8000`, with Caddy active health checks on `/health`.
+- Hardened `infrastructure/desineuron_ingress/api.desineuron.in.nginx.conf` with a backup FastAPI upstream on `127.0.0.1:8000` behind the primary `127.0.0.1:8001` target.
+
+## 2026-05-02 Build Issue Fix - Inventory API Modernization
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Fixed the `InventoryView.swift` `trimmedNonEmpty` access error by adding a file-local string normalization helper for Vault asset storage-path fallback.
+- Modernized external showroom display presentation to use `UIApplication.shared.openSessions` and `UIWindow(windowScene:)` instead of deprecated `UIScreen.screens` discovery and `window.screen` assignment.
+- Replaced deprecated `UIButton.contentEdgeInsets` usage in the LiDAR room-capture control with `UIButton.Configuration` content insets and styling.
+
+## 2026-05-02 Build Issue Fix - Clients Dossier Drag Scope
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Fixed the `ClientsView.swift` build error where `contact` was referenced outside the contact-card scope.
+- Removed the stray `.draggable(contact.personId)` modifier from the Client 360 sheet; drag support remains on canonical contact cards and the Luxury Dossier header through valid in-scope identifiers.
+
+## 2026-05-02 Build Issue Fix - Vault Sharing String Helper Scope
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Fixed the `VelocityVaultSharing.swift` build errors where `trimmedNonEmpty` was inaccessible because the helper existed only as file-private extensions in other Swift files.
+- Added a file-local `String.trimmedNonEmpty` helper inside `VelocityVaultSharing.swift` for Vault share eligibility, backend lead/path validation, and active thread validation.
+
+## 2026-05-02 Build Issue Fix - AppStore String Helper Scope
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Fixed the `AppStore.swift` build error where `trimmedNonEmpty` was inaccessible because the helper was declared as a file-private extension in other Swift files.
+- Added a file-local `String.trimmedNonEmpty` helper inside `AppStore.swift` for the White-Glove prefetch lead-ID normalization path.
+
+## 2026-05-02 Build Issue Fix - Communications and ARKit
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Fixed `CommunicationsView.swift` generic inference failures by explicitly typing canonical `person_id` to `lead_id` tuple arrays before constructing `Dictionary` maps.
+- Replaced deprecated ARKit `hitTest(_:types:)` usage in `ARSunOverlayView.swift` with modern `raycastQuery(from:allowing:alignment:)` plus `ARSession.raycast(_:)`.
+- Replaced the same deprecated ARKit hit-test path in the Inventory Dream Weaver AR staging placement flow.
+
+## 2026-05-02 Ultimate UI/UX Polish - Module 1 Zero-UI
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Removed the static `NavigationSplitView` sidebar from `ContentView.swift`.
+- Replaced the sidebar with a Dynamic-Island-style floating top navigation pill that expands with spring physics and keeps the main canvas full-width.
+- Preserved the global Oracle orb, biometric privacy lock, Vault share toast, and offline replay glow in the new full-screen shell.
+- Added a showroom-safe ambient fallback overlay in the shell so buyer-facing mode fades to a polished brand presentation state instead of surfacing backend/TLS failures.
+- Updated `AppStore.refresh` to suppress global backend error banners while Showroom Mode is enabled.
+
+## 2026-05-02 Ultimate UI/UX Polish - Module 2 Predictive Hardware
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added a White-Glove prefetch worker in `AppStore` that scans today's canonical mobile-edge calendar events and warms backend property media tied to those event lead IDs.
+- Added an external showroom presenter in Inventory using `UIScreen`/`UIWindow` to project Dream Weaver renders or the shipped Dollhouse SceneKit model onto a connected AirPlay/external display.
+- Wired Dream Weaver generated renders to automatically project on connected showroom displays.
+- Wired the Map-to-Dollhouse transition to project the shipped 3D model on connected showroom displays when the broker zooms into Dollhouse mode.
+- Added Closed Won physical feedback in Oracle opportunity mutations with a heavy haptic strike and a subtle system chime after the backend opportunity update succeeds.
+
+## 2026-05-02 Ultimate UI/UX Polish - Module 3 Spatial Polish
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added context-aware Inventory theming driven by backend property metadata/type/location text, with warm desert-villa undertones and midnight penthouse treatment.
+- Upgraded the Map-to-Dollhouse transition with interactive-spring physics, 3D map tilt, elevation offset, and a physical-feeling SceneKit reveal.
+- Reduced Oracle canvas chrome by removing repeated summary/empty/progress card containers and metric pill borders, shifting the Oracle surface toward negative space and typography-first grouping.
+
+## 2026-05-02 Ultimate UI/UX Polish - Module 4 Functional Parity
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added `VelocityAPIClient.fetchTranscriptDossier(eventId:)` for the canonical `GET /api/mobile-edge/transcripts/{event_id}` contract.
+- Added a premium Transcript Dossier sheet in Communications that renders backend transcript segments as an editorial conversation view.
+- Wired transcript segment taps to highlight selected quotes and write them into canonical Communications notes through the existing notes route.
+- Added native draggable client payloads to Client cards and Luxury Dossier headers.
+- Added a gesture-driven Calendar scheduling path: dragging a canonical client onto a week-day target creates a confirmed 1-hour site visit through the existing `POST /api/mobile-edge/calendar` flow, with no synthetic client or lead data.
+
+## 2026-05-01 Ultra-Premium Finalization - Module 1 Extreme Pruning
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Removed the Imports workspace from the iPad app shell and navigation routing. CSV import review/remediation is no longer exposed on the showroom iPad surface.
+- Removed the Sentinel workspace from the iPad app shell and navigation routing. Operator posture and perception administration are no longer visible as a buyer-facing iPad tab.
+- Routed residual backend alert posture into the global Oracle entry point by adding a discreet alert count badge to the floating Oracle orb.
+- Updated the global offline indicator logic so the amber replay glow is suppressed whenever Showroom Mode is enabled.
+
+## 2026-05-01 Ultra-Premium Finalization - Module 2 Hardware and AI Integration
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added typed iPad API client support for `POST /api/vault/generate-link` and `POST /api/oracle/query`.
+- Added a reusable three-finger upward Vault Swipe-to-Share gesture that generates a backend Vault link and drops the returned secure URL into the currently active Communications thread.
+- Added active Communications thread/lead tracking to `AppStore` and `CommunicationsView` so cross-surface shares can target the live WhatsApp/conversation context without mock routing.
+- Preserved the Dream Weaver generation result URL in `ComfyClient` and `InventoryView` so generated renders can be shared from the actual gateway result path.
+- Added LiDAR-backed Dream Weaver capture: brokers can open an ARWorldTracking scene with plane detection, LiDAR scene reconstruction when supported, scene-depth frame semantics when supported, and capture the physical room snapshot into the existing Dream Weaver gateway flow.
+- Added AR staging projection: generated Dream Weaver imagery can be placed back into the physical room as a SceneKit plane on real ARKit hit-test geometry.
+- Added Vault Swipe-to-Share hooks to Dream Weaver renders, backend property/floorplan media cards, and Client 360 Luxury Dossiers.
+- Upgraded the global Oracle orb sheet into a voice-driven Oracle Concierge using Apple Speech and AVFoundation push-to-talk transcription, routing transcribed prompts directly to `POST /api/oracle/query`.
+- Added microphone and speech-recognition usage descriptions to `Info.plist`.
+
+## 2026-05-01 Ultra-Premium Finalization - Module 3 Cinematic Transitions
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Suppressed the global offline amber replay glow while Showroom Mode is enabled, allowing offline queueing to remain silent during buyer-facing presentations.
+- Removed Dollhouse from the segmented Inventory mode picker and reintroduced it as a cinematic Map-to-Dollhouse transition panel when a shipped `Building.usdz` or `Building.scn` asset is available.
+- Added a zoom/pinch-driven MapKit-to-SceneKit crossfade: backend property coordinates render as the 2D map entry point, and crossing the zoom threshold elevates into the interactive 3D Dollhouse model with `withAnimation(.easeInOut)`.
+- Added spring-driven Communications snap feedback for message-to-task promotion so promoted message bubbles physically slide and scale toward the CRM task pipeline before the canonical task route completes.
+
+## 2026-05-01 Luxury UX Final Pass - Module 1 Reductive Design
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Removed the remaining iPad-local CSV upload execution path from `ImportsView.swift`; Imports is now a read-only review/remediation workbench that consumes backend-created canonical import batches.
+- Hid Settings operational clutter behind a secure three-finger long-press gate. The default Settings surface now shows only profile/session posture and notification preferences, while backend endpoints, identity administration, readiness diagnostics, session configuration, and production notes remain available only after the hidden gesture unlock.
+- Removed Oracle from the static sidebar navigation and exposed it as a floating global intelligence orb from the app shell.
+- Pruned redundant Oracle tabs from the visible production picker by hiding Pipeline, Deals, and Calendar & Tasks, leaving only Oracle-specific intelligence surfaces: Account Timeline, Team Performance, and Lead Map.
+- Added the first stage of the privacy shell in `ContentView.swift`, including a global Oracle sheet host and an amber top safe-area glow for pending offline replay state.
+
+## 2026-05-01 Luxury UX Final Pass - Module 2 Hardware Magic and Privacy
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Added a LocalAuthentication privacy gate in `ContentView.swift` that locks Velocity with a blurred overlay when the app becomes inactive/backgrounded and requires Face ID, Touch ID, or device authentication to resume.
+- Added `NSFaceIDUsageDescription` to `Info.plist` for App Store compliant biometric usage.
+- Upgraded `ARSunOverlayView.swift` to run `ARWorldTrackingConfiguration` with horizontal/vertical plane detection, LiDAR scene reconstruction when supported, and scene-depth frame semantics when supported.
+- Added tap-to-measure AR behavior in the Sunseeker AR view: brokers can tap two real AR hit-test points and receive a SceneKit measurement line with meter and foot labels in the room.
+- Added global `isShowroomModeEnabled` state to `AppStore`.
+- Added a buyer-safe Showroom toggle in `ClientsView` and masked client intent/QD scores, motivations, objections, private next actions, recent interaction summaries, operator actions, and risk signals when enabled.
+- Extended the same showroom privacy masking to Oracle pipeline cards, Lead Map QD summaries, Oracle task notes, and Oracle Client 360 signal/action sections.
+
+## 2026-05-01 Luxury UX Final Pass - Module 3 Cinematic Feedback
+
+Status: completed at repository code level.
+
+Changes made:
+
+- Reworked the Client 360 sheet into a “Luxury Dossier” header with material glass styling, restrained display typography, and an animated QD sentiment ring when broker-private data is visible.
+- Kept Showroom mode buyer-safe inside the dossier by replacing private scoring with an explicit buyer-safe state and hiding task creation/strategy controls.
+- Replaced the Dream Weaver processing spinner with an “AI Theater” overlay using blur, dimming, spring-driven particles, and a cinematic status label while status polling continues against the existing Dream Weaver job route.
+- Added Haptic Touch context menus to Communications message bubbles so a broker can promote an existing backend message to a task through the existing communications task route.
+- Added leading swipe actions on message bubbles to log a message as an objection through the existing communications note route.
+- Removed visible “Pending Sync” text badges from Calendar, Clients, and Oracle queued items; queued state is now represented by subtle amber dots plus the global top safe-area amber glow in the shell.
+
+## 2026-04-29 Enterprise Hardening Update
+
+Author: Codex
+Scope: native iPad hardening under `iOS/velocity-ipad/velocity/` with no new product features added.
+
+### 2026-05-01 Go-Live Ops Pass - Module 1 Infrastructure as Code
+
+Status: completed at repository configuration level.
+
+Changes made:
+
+- Replaced `infrastructure/desineuron_ingress/api.desineuron.in.nginx.conf` with a hardened production Nginx reverse proxy configuration.
+- Added explicit HTTP-to-HTTPS redirect handling and ACME challenge support for `api.desineuron.in`.
+- Updated the Nginx TLS certificate paths to the domain-specific Let's Encrypt location:
+ - `/etc/letsencrypt/live/api.desineuron.in/fullchain.pem`
+ - `/etc/letsencrypt/live/api.desineuron.in/privkey.pem`
+- Added TLS 1.2/1.3-only settings, HSTS, content-type/frame/referrer security headers, request-size limits, long-running proxy timeouts, and upstream keepalive.
+- Added WebSocket-safe Nginx proxying for Sentinel/Oracle websocket paths with `Upgrade` and `Connection` handling.
+- Replaced `infrastructure/desineuron_ingress/Caddyfile` with ACME-managed Caddy vhosts for:
+ - `api.desineuron.in` -> `127.0.0.1:8001`,
+ - `dreamweaver.desineuron.in` -> `127.0.0.1:8082`.
+- Added Caddy security headers, JSON access logs per domain, proxy headers (`X-Real-IP`, `X-Forwarded-*`), websocket matching, and long-running upstream timeouts.
+- Preserved existing internal reverse proxy handling for `velocity.desineuron.in`, `ops.desineuron.in`, and other legacy infra hostnames.
+
+Operational note:
+
+- The config now supports either Nginx-as-public-terminator or Caddy-as-public-terminator, but the host must run only one public listener on ports 80/443 for these domains at a time.
+
+### 2026-05-01 Go-Live Ops Pass - Module 2 High-Value Investor Demo Seeding
+
+Status: completed at repository script level.
+
+Changes made:
+
+- Expanded `backend/scripts/seed_ipad_investor_demo.py` from a small six-client seed to a deterministic 50-contact investor pitch dataset.
+- Added UAE/India tier-1 developer style inventory projects, including Emaar/Sobha-branded Dubai, Abu Dhabi, Gurugram, and Bengaluru scenarios.
+- Seed output now includes:
+ - 50 canonical `crm_people` contacts,
+ - 50 `crm_leads`,
+ - 50 high-value `crm_opportunities`,
+ - 150 `intel_qd_scores`,
+ - 150 `intel_interactions`,
+ - 50 mobile-edge communication events,
+ - 50 pending reminders,
+ - 50 calendar events,
+ - 50 pending `insight_recommendations` for mobile-edge alerts,
+ - 50 communications threads,
+ - 150 communications messages,
+ - 50 communications call logs with transcript text and recording refs.
+- Added high-value UAE opportunities with USD-sized penthouse/villa deals above $1M and India opportunities with INR crore-scale deal sizes.
+- Kept the script idempotent through stable UUIDs and `ON CONFLICT` upserts.
+
+Verification:
+
+- `python3 -m py_compile backend/scripts/seed_ipad_investor_demo.py` passed.
+- `python3 backend/scripts/seed_ipad_investor_demo.py --dry-run` passed without database credentials and reported the expected 50-contact seed counts.
+
+### 2026-05-01 Go-Live Ops Pass - Module 3 Apple Build & Deployment Automation
+
+Status: completed at repository automation level.
+
+Changes made:
+
+- Added `iOS/velocity-ipad/fastlane/Appfile` for the iPad bundle identifier `com.desineuron.velocity.ipad`.
+- Added `iOS/velocity-ipad/fastlane/Fastfile`.
+- Implemented signing lanes:
+ - `certificates` uses `cert` to fetch/create the Apple Distribution certificate.
+ - `profiles` uses `sigh` to fetch/create the App Store provisioning profile.
+- Implemented `tests` lane using `scan` against the `velocity` scheme and iPad simulator target.
+- Implemented `beta` lane that:
+ - fetches certificates,
+ - fetches provisioning profiles,
+ - runs XCTest/UI tests,
+ - builds the app with `build_app`/gym,
+ - uploads the IPA to TestFlight with `pilot`.
+- Kept account/team secrets configurable through environment variables:
+ - `FASTLANE_APPLE_ID`,
+ - `FASTLANE_TEAM_ID`,
+ - `FASTLANE_ITC_TEAM_ID`,
+ - `VELOCITY_IOS_SCHEME`,
+ - `VELOCITY_IOS_TEST_DEVICE`,
+ - `FASTLANE_CHANGELOG`.
+
+Verification pending:
+
+- Requires full Xcode, Apple Developer account access, App Store Connect access, and valid signing permissions on the operator machine.
+
+### 2026-05-01 Go-Live Ops Pass - Module 4 Secrets & Configuration Scaffolding
+
+Status: completed at repository configuration level.
+
+Changes made:
+
+- Created `backend/.env.production.template` as the production source of truth for empty operator-supplied secrets and environment configuration.
+- Covered PostgreSQL, JWT/session secrets, OAuth/OIDC/SAML SSO providers, MDM managed-app hooks, WAHA/Evolution/Meta WhatsApp credentials, OpenAI/Deepgram/custom transcription providers, AWS S3 media storage, Dream Weaver/ComfyUI, SGLang/NemoClaw, Oracle/Sentinel runtime flags, legacy Supabase/Catalyst keys, Google Ads/Brave integrations, observability, and Fastlane/App Store Connect release variables.
+- Documented which Fastlane variables belong on the operator Mac rather than the backend host.
+
+Remaining non-code dependency:
+
+- Operators must populate real secrets in the deployment secret store or protected environment file before production services are started.
+
+### 2026-05-01 Go-Live Ops Pass - Module 5 Manual Go-Live Actions
+
+Status: completed as an operator checklist.
+
+Validation completed locally:
+
+- `python3 -m py_compile backend/scripts/seed_ipad_investor_demo.py`
+- `python3 backend/scripts/seed_ipad_investor_demo.py --dry-run`
+- `ruby -c iOS/velocity-ipad/fastlane/Fastfile`
+- `ruby -c iOS/velocity-ipad/fastlane/Appfile`
+- `awk` validation confirmed every active `backend/.env.production.template` entry is `KEY=value` shaped.
+
+Verification not run in this local shell:
+
+- `nginx -t` because the Nginx binary is not installed here.
+- `caddy validate` because the Caddy binary is not installed here.
+- Fastlane execution because the `fastlane` binary is not installed here.
+
+Strict manual, non-code actions still required before go-live:
+
+- Log in to the DNS provider account and approve the public DNS records for `api.desineuron.in` and `dreamweaver.desineuron.in` so they resolve to the production ingress host.
+- Log in to Apple Developer/App Store Connect, accept any pending paid-program agreements, and confirm the account has permission for bundle ID `com.desineuron.velocity.ipad`.
+- Complete Apple 2FA/keychain trust on the release Mac and create or retrieve the App Store Connect API key or app-specific password that Fastlane will use.
+- Confirm TestFlight app metadata, export-compliance answers, privacy nutrition labels, beta review contact details, and external tester group eligibility in App Store Connect.
+- Acquire production PostgreSQL credentials from the database owner or password manager and place them in the deployment secret store.
+- Acquire Meta Business/WhatsApp Cloud credentials, complete any Meta business verification steps, and approve the WhatsApp webhook callback URL in the Meta dashboard.
+- Pair or authorize the production WAHA/Evolution WhatsApp session by scanning the provider QR code or approving the provider's external device-login challenge.
+- Acquire OpenAI and/or Deepgram production API keys from the vendor dashboards and approve any spend limits required for transcription traffic.
+- Acquire AWS IAM/S3 production credentials from the AWS account owner and confirm the media bucket's retention/compliance policy with the business owner.
+- Create or approve the production OAuth/OIDC/SAML enterprise app in Azure AD, Okta, or the customer IdP, then export the client secret, metadata URL, and signing certificate into the secret store.
+- Configure the external MDM dashboard to push Velocity managed-app configuration for backend URL, Dream Weaver URL, SSO provider, tenant, and support contact.
+- Use a physical iPad to trust the developer/test build, enable Developer Mode if prompted, grant camera/microphone/local-network permissions, and complete one end-to-end smoke test on the actual demo network.
+
+### 2026-05-01 Final Automation Pass - Module 1 App Store Connect Metadata
+
+Status: completed at repository automation level.
+
+Changes made:
+
+- Added `iOS/velocity-ipad/fastlane/Deliverfile` as the App Store Connect metadata source for Velocity iPad.
+- Added reusable Fastlane metadata for TestFlight beta review contact details, demo account fields, review notes, localized build notes, localized beta app info, external tester groups, and export compliance declarations.
+- Updated `iOS/velocity-ipad/fastlane/Fastfile` so the `beta` lane loads the Deliverfile metadata and passes `beta_app_review_info`, `localized_app_info`, `localized_build_info`, `groups`, `demo_account_required`, and `uses_non_exempt_encryption: false` to `pilot`.
+- Added `ITSAppUsesNonExemptEncryption=false` to `iOS/velocity-ipad/velocity/Info.plist` so TestFlight export compliance can be resolved from the app bundle metadata.
+
+Validation completed:
+
+- `plutil -lint iOS/velocity-ipad/velocity/Info.plist`
+- `plutil -p iOS/velocity-ipad/velocity/Info.plist`
+- `ruby -c iOS/velocity-ipad/fastlane/Deliverfile`
+- `ruby -c iOS/velocity-ipad/fastlane/Fastfile`
+- `ruby -e 'load "iOS/velocity-ipad/fastlane/Deliverfile"; raise "missing" unless defined?(VelocityAppStoreConnectMetadata); puts VelocityAppStoreConnectMetadata.testflight_groups.join(",")'`
+
+### 2026-05-01 Final Automation Pass - Module 2 AWS S3 & IAM Provisioning
+
+Status: completed at repository automation level.
+
+Changes made:
+
+- Added executable script `infrastructure/aws/setup_s3_media_bucket.sh`.
+- The script provisions or reuses a Project Velocity media S3 bucket with private defaults.
+- The script applies S3 public-access block, bucket-owner-enforced object ownership, AES256 server-side encryption, versioning, an HTTPS-only bucket policy, and a CORS policy allowing `https://velocity.desineuron.in` for `GET`, `PUT`, and `HEAD`.
+- The script creates or reuses an IAM user and attaches an inline policy scoped to the exact bucket object ARN with only:
+ - `s3:GetObject`
+ - `s3:PutObject`
+- The script prints the backend `.env.production` values needed for `AWS_REGION`, `AWS_S3_BUCKET`, and `AWS_S3_MEDIA_PREFIX` without creating or printing long-lived access keys.
+
+Validation completed:
+
+- `bash -n infrastructure/aws/setup_s3_media_bucket.sh`
+
+### 2026-05-01 Final Automation Pass - Module 3 Completion Acknowledgement
+
+Status: completed.
+
+Acknowledgement:
+
+- App Store Connect/TestFlight metadata automation is now represented in Fastlane configuration and wired into the beta upload lane.
+- TestFlight export compliance is now represented in the iPad app bundle metadata through `ITSAppUsesNonExemptEncryption=false`.
+- AWS media bucket provisioning is now scriptable through `infrastructure/aws/setup_s3_media_bucket.sh`.
+- No additional manual limitation list was added in this module because the final operator runbook already contains that checklist.
+
+Validation completed:
+
+- `plutil -lint iOS/velocity-ipad/velocity/Info.plist`
+- `ruby -c iOS/velocity-ipad/fastlane/Deliverfile`
+- `ruby -c iOS/velocity-ipad/fastlane/Fastfile`
+- `ruby -e 'load "iOS/velocity-ipad/fastlane/Deliverfile"; raise "missing metadata" unless defined?(VelocityAppStoreConnectMetadata); raise "missing groups" if VelocityAppStoreConnectMetadata.testflight_groups.empty?; puts "metadata ok"'`
+- `bash -n infrastructure/aws/setup_s3_media_bucket.sh`
+- `git diff --check -- iOS/velocity-ipad/fastlane/Deliverfile iOS/velocity-ipad/fastlane/Fastfile iOS/velocity-ipad/velocity/Info.plist infrastructure/aws/setup_s3_media_bucket.sh ".Agent Context/Sayan's Docs/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md"`
+
+### 2026-05-01 Final Execution Pass - Module 1 CRM & Import Workflows
+
+Status: completed for the requested CRM/import polish scope.
+
+Changes made:
+
+- Confirmed iPad CSV upload is wired through `ImportsView` and `VelocityAPIClient.uploadCRMImport(...)` to `POST /api/crm/imports`.
+- Confirmed import remediation now carries explicit duplicate merge semantics (`create_new`, `update_existing`, `skip_duplicate`) from the iPad workbench into backend proposal review and commit.
+- Confirmed backend commit applies duplicate policy by creating a new person, merging into the strongest duplicate candidate, or skipping an approved duplicate row.
+- Removed Oracle's remaining preset-only opportunity mutation shortcuts from the deal action menu so canonical opportunity edits flow through the free-form edit sheet backed by `PATCH /api/crm/opportunities/{opportunity_id}`.
+- Added picker-backed Client 360 vocabularies and inline validation hints for lead status, urgency, buyer type, and task priority.
+- Hardened backend Client 360 write routes with tenant-scoped updates plus server-side validation for canonical lead status, urgency, and task priority.
+- Fixed `/api/crm/client-data/{person_id}/tasks` so internal task creation receives the authenticated user principal instead of accidentally invoking the shared helper without tenant context.
+
+Verification pending:
+
+- Full Xcode build/test execution still requires a complete Xcode installation on the machine.
+
+### 2026-05-01 Final Execution Pass - Module 2 AI & Mobile Edge Services Parity
+
+Status: completed for the requested AI/mobile-edge parity scope at code level.
+
+Changes made:
+
+- Added real communications transcription provider execution in `backend/services/comms_ingest.py` behind `COMMS_TRANSCRIPTION_PROVIDER`.
+- Supported production transcription providers:
+ - `openai`/`whisper` through `OPENAI_API_KEY`,
+ - `deepgram` through `DEEPGRAM_API_KEY`,
+ - `http`/`endpoint` through `COMMS_TRANSCRIPTION_ENDPOINT`.
+- Updated `POST /api/comms/recordings/transcribe` so it resolves stored call recordings, invokes the configured provider, persists transcript text on `comms_call_logs`, and returns completed text/segments to the iPad.
+- Added a Sentinel perception producer for `/api/sentinel/ws/perception` that broadcasts `PERCEPTION_ANALYTICS` packets while clients are connected.
+- The Sentinel producer prefers real `intel_perception_events` and falls back to deterministic mathematical showroom simulation when no camera/biometric packets exist yet.
+- Added `POST /api/mobile-edge/bulk` so native clients can send an explicit lead-id array instead of query-string batching.
+- Updated the iPad `VelocityAPIClient.fetchMobileEdgeBulk(...)` to consume the POST bulk endpoint.
+- Removed view-local repeating refresh timers across Dashboard, Sentinel, Communications, Calendar, Oracle, Clients, and Imports so refreshes occur on task load, pull-to-refresh, explicit mutation, and the coalesced `AppStore` refresh path.
+- Documented timer-free refresh posture in `AppStoreRefreshPolicy`.
+
+Verification pending:
+
+- Provider transcription requires live provider credentials and reachable media URLs.
+- Sentinel real-mode analytics require live camera/biometric packet ingress; deterministic packets are produced without that hardware feed.
+- Full Xcode build/test execution still requires a complete Xcode installation on the machine.
+
+### 2026-05-01 Final Execution Pass - Module 3 Enterprise Identity & Administration
+
+Status: completed for the requested enterprise identity/admin code scope.
+
+Changes made:
+
+- Upgraded password recovery from email-only intake to expiring recovery-token records with hashed tokens and configurable expiry.
+- Added richer SSO provider descriptors sourced from environment-backed OAuth/SAML configuration, including provider type, issuer/metadata URLs, authorization URLs, and client IDs.
+- Added `GET /api/auth/sso/{provider_id}/start` to produce an authorization redirect contract for configured SSO providers.
+- Expanded MDM config responses with concrete managed-configuration payload keys for backend URL, Dream Weaver URL, tenant ID, and default SSO provider.
+- Changed auth user listing to a standard `{status,data}` envelope and wired Settings to load tenant users.
+- Upgraded role-aware session switching so admins can switch into same/lower privilege tenant users and receive a scoped bearer token for the selected user.
+- Updated the iPad Settings enterprise identity panel to show SSO providers, MDM key counts, tenant user availability, password recovery, identity refresh, and session switching.
+- Added iPad client DTOs/methods for auth users and session switch responses, with returned access tokens stored through the secure runtime token path.
+
+Verification pending:
+
+- Live SSO login completion still requires provider-specific callback registration and credentials outside the repo.
+- Password recovery email/SMS delivery requires an external delivery provider; this pass records secure recovery requests but does not send mail from local code.
+- Full Xcode build/test execution still requires a complete Xcode installation on the machine.
+
+### 2026-05-01 Final Execution Pass - Module 4 Asset Hydration
+
+Status: completed for the requested Dollhouse asset hydration scope.
+
+Changes made:
+
+- Removed the text placeholder `Building.scn`.
+- Added a valid USD source asset at `iOS/velocity-ipad/velocity/Building.usda`.
+- Packaged the scene into a real bundle-ready `Building.usdz` asset containing a simple multi-volume building massing model.
+- Verified both `Building.usda` and `Building.usdz` load successfully with `usdcat --loadOnly`.
+- Left `InventoryModeAvailability` production behavior intact: Dollhouse is visible when a shipped `Building.usdz` or `Building.scn` exists. The newly bundled `Building.usdz` satisfies that gate.
+- Because the Xcode project uses a file-system-synchronized root group for the `velocity` folder, the new USDZ asset is included by the app target’s synchronized resource membership.
+
+Verification pending:
+
+- Full Xcode build/test execution still requires a complete Xcode installation on the machine.
+- Final brand/design-quality 3D art may still replace this standard building massing asset before App Store/TestFlight release.
+
+### 2026-05-01 Final Execution Pass - Module 5 Enterprise Automated Testing
+
+Status: expanded at code level; full execution remains environment-blocked.
+
+Changes made:
+
+- Added `VelocityEnterpriseFlowTests.swift` under `iOS/velocity-ipad/velocityTests/`.
+- Added XCTest coverage for CRM import duplicate merge policies and import workbench diagnostics.
+- Added XCTest coverage for enterprise identity DTOs, SSO provider metadata, and session-switch token contracts.
+- Added a deterministic Calendar mutation harness covering create, update, done, cancel, and undo state transitions.
+- Added Dream Weaver readiness coverage for healthy and error/disabled states.
+- Added `VelocityCriticalFlowUITests.swift` under `iOS/velocity-ipad/velocityUITests/`.
+- UI tests launch the iPad app, navigate to Calendar, Imports, and Inventory/Dream Weaver, and attach retained screenshots as XCTest snapshot artifacts for the requested critical flows.
+
+Verification pending:
+
+- The repository did not previously contain a `velocityUITests` target; the UI test source folder now exists, but final target wiring and execution must be confirmed in a full Xcode environment.
+- Full Xcode build/test execution still requires a complete Xcode installation on the machine.
+
+### 2026-05-01 Final Execution Pass - Module 6 Output Infrastructure & Environment Limitations
+
+Status: completed as an explicit ops blocker inventory.
+
+Changes made:
+
+- Re-read the audit's recurring external limitation entries and consolidated the remaining non-code blockers for user/ops resolution.
+- Verified repo-local code checks that do not require full Xcode:
+ - Python compile checks for touched backend modules.
+ - Swift parse checks for touched Swift source and added test files.
+ - USDZ asset validation with `usdcat --loadOnly`.
+ - `Info.plist` linting.
+
+Remaining external blockers are listed in the final execution response for operational follow-up.
+
+External, non-code blockers still preventing go-live:
+
+- `api.desineuron.in` TLS/SSL ingress must be verified and repaired so `/health` and all `/api/*` routes work over production HTTPS without handshake/proxy errors.
+- Full Xcode is still required on the validation machine; this environment only supports command-line parsing, not a real `xcodebuild`, simulator, or device test run.
+- The new `velocityUITests` source folder needs final confirmation in Xcode target membership before UI/snapshot tests can be considered executed.
+- Apple signing, provisioning profiles, TestFlight/App Store Connect setup, and real iPad device validation are still required.
+- Production database credentials are not available here; seed scripts must be run against the production tenant so opportunities, tasks, imports, calendars, and demo CRM data are populated.
+- SSO requires real OAuth/SAML provider configuration: issuer/metadata URLs, client IDs/secrets, redirect URIs, certificates, and callback registration.
+- Password recovery requires an external mail/SMS provider, sender domain setup, templates, and delivery monitoring.
+- MDM rollout requires Apple Business Manager or the chosen MDM platform to push the managed configuration keys to enrolled iPads.
+- Communications requires live WAHA/Evolution/Meta WhatsApp credentials, webhook URLs, webhook secrets, and provider reachability.
+- Transcription requires live `COMMS_TRANSCRIPTION_PROVIDER` credentials such as `OPENAI_API_KEY`, `DEEPGRAM_API_KEY`, or a reachable custom transcription endpoint.
+- Sentinel production analytics require live camera/biometric packet ingress, consent operations, and showroom/video scene mapping data.
+- Dream Weaver requires reachable GPU/ComfyUI infrastructure, checkpoint availability, stable gateway routing, and production TLS for the generation endpoint.
+- Recording/media storage must be reachable by backend workers for call recording transcription and profile/avatar assets.
+- Production observability remains an ops task: crash reporting, alert routing, logs, metrics dashboards, and incident ownership must be configured.
+
+### Phase 1 - Core Architecture and State Hardening Continuation
+
+Status: implemented for the requested Phase 1 architecture slice.
+
+Changes made:
+
+- Replaced the legacy `UserDefaults` offline replay queues (`velocity.offline.task_mutations` and `velocity.offline.calendar_mutations`) with `OfflineReplayStore`, a CoreData SQLite replay queue protected by iOS Data Protection.
+- Replay records now carry durable audit metadata:
+ - queue record id,
+ - business kind,
+ - operation,
+ - target id,
+ - encoded payload,
+ - queued timestamp,
+ - attempt count,
+ - last attempt timestamp,
+ - last replay error.
+- `AppStore.flushOfflineQueue()` now replays queued CRM task and calendar mutations from the durable queue, marks successful records complete, and records replay failures for later inspection/retry.
+- Legacy UserDefaults replay keys are cleared on `AppStore` startup and app data reset so old local queue state cannot silently become business truth.
+- Removed remaining build-time credential/configuration fallbacks from `AppConfig` and `Info.plist`.
+- Runtime backend URL, Dream Weaver URL, operator email, API key, password, and bearer token are now read from secure runtime storage rather than Info.plist build settings.
+- Added `GET /api/mobile-edge/bulk` on the FastAPI backend to return a coordinated native refresh bundle containing:
+ - calendar events,
+ - active alert counters,
+ - recent communication events grouped by lead id.
+- Wired the iPad refresh path to consume `/api/mobile-edge/bulk`, eliminating separate calendar/alerts requests plus sequential per-lead event hydration from the dashboard refresh path.
+
+Remaining limitation:
+
+- Full Xcode build execution is still unavailable on this machine because the active developer directory points to Command Line Tools instead of a full Xcode installation.
+- The app still has product-scope work in later phases: import remediation workbench, free-form deal editing UX, complete communications inbox actions, full media rendering, Dollhouse restoration, Oracle Team Performance/Lead Map contracts, Sentinel live analytics, and enterprise auth/admin flows.
+
+Verification:
+
+- `swiftc -parse` passed for the touched Swift core state/config/networking files.
+- `python3 -m py_compile backend/api/routes_mobile_edge.py` passed.
+- `plutil -lint iOS/velocity-ipad/velocity/Info.plist` passed.
+
+### Phase 1 - Canonical Dashboard Metrics
+
+Status: implemented at the state-contract level.
+
+Changes made:
+
+- `AppStore.metrics` no longer derives dashboard cards directly from local mutable arrays or old `UserDefaults` task overrides.
+- Added a canonical `DashboardMetrics.empty` baseline and a `canonicalMetrics` snapshot owned by `AppStore`.
+- Added `AppStore.canonicalDashboardMetrics(...)`, which builds dashboard numbers only from backend response contracts:
+ - CRM contacts/client-data for QD/whale context.
+ - CRM kanban columns for lead count where available.
+ - CRM task responses for pending and urgent task counts.
+ - Mobile-edge calendar events for today calendar count.
+ - Inventory properties for property count.
+ - Mobile-edge alerts for pending insights and transcriptions.
+- Added `VelocitySmokeTests.testCanonicalDashboardMetricsIgnoreLocalDriftAndMatchBackendContracts()` to verify dashboard counts follow backend-shaped inputs and ignore done/cancelled local drift.
+
+Remaining limitation:
+
+- The backend still does not expose one consolidated dashboard metrics endpoint. The iPad now centralizes canonical derivation from backend contracts, but a dedicated `/api/dashboard/metrics` style endpoint would be cleaner and would guarantee WebOS/iPad parity more strongly.
+
+### Phase 2 - Offline Queue Instead of Hidden Local Truth
+
+Status: upgraded from UserDefaults queueing to durable CoreData replay storage.
+
+Changes made:
+
+- Stopped loading old `velocity.calendar.locally_mutated_tasks` and `velocity.calendar.locally_hidden_task_ids` as business truth on app startup.
+- Removed the explicit `UserDefaults` temporary queue keys from active use:
+ - `velocity.offline.task_mutations`
+ - `velocity.offline.calendar_mutations`
+- Added `OfflineReplayStore`, a CoreData-backed replay queue with iOS Data Protection, attempt counts, timestamps, target ids, and last-error audit metadata.
+- Added queued task mutations for temporary network/backend failures.
+- Added queued calendar create/update/cancel mutations for temporary network/backend failures.
+- Updated `flushOfflineQueue()` in `AppStore.refresh()` so queued mutations automatically replay from durable storage to:
+ - `/api/crm/tasks/{reminder_id}`
+ - `/api/mobile-edge/calendar`
+ - `/api/mobile-edge/calendar/{calendar_event_id}`
+- Local calendar fallback events are now treated as display-only queued records backed by durable replay payloads and are removed from the local fallback list after successful queue replay.
+- Temporary errors now include URL connectivity failures and 5xx/invalid backend responses. Permanent API errors such as 404 are no longer silently converted into local truth.
+
+Remaining limitation:
+
+- The replay queue now has durable local audit metadata, but there is not yet a backend-visible operator replay audit endpoint. That would be the next step for enterprise observability and support tooling.
+
+### Phase 3 - CRM Import and Client 360 Parity
+
+Status: upgraded again on 2026-04-29; import remediation and Client 360 mutations now have production-shaped iPad workflows.
+
+Changes made:
+
+- `ImportsView` already maps to the canonical backend review and commit semantics:
+ - `PUT /api/crm/imports/{batch_id}/review-proposal`
+ - `POST /api/crm/imports/{batch_id}/commit`
+- Added iPad CSV upload via the canonical backend route:
+ - `POST /api/crm/imports`
+- Added `VelocityAPIClient.uploadCRMImport(...)` with multipart form upload support.
+- Added an upload action to the iPad Imports rail using the native document picker/file importer.
+- Added an import remediation sheet that exposes canonical proposal fields, missing required fields, unresolved fields, and review notes.
+- Added `Needs Info` handling in the iPad workflow so an operator can explicitly route a proposal back for more data instead of forcing approve/reject.
+- Extended the backend review contract with `field_overrides` on `ProposalApprovalRequest`.
+- Backend review now merges iPad field corrections into `proposal_payload.canonical_payload`, removes corrected fields from `missing_required`/`unresolved_fields`, and stores remediation audit metadata inside the proposal payload.
+- Backend `needs_more_info` decisions now map workflow action state to `review_required` while preserving the approval decision record.
+- Added `GET /api/crm/imports/{batch_id}/workbench` for enterprise import review diagnostics.
+- The import workbench now returns:
+ - per-field validation issues,
+ - duplicate candidates from canonical `crm_people`,
+ - row-level diffs between proposed CSV values and existing CRM records,
+ - batch summary counts for duplicates, validation errors, and warnings.
+- The backend commit path now re-runs blocking validation and skips invalid approved proposals instead of creating malformed canonical CRM records.
+- `VelocityAPIClient.fetchImportWorkbench(...)` and new import workbench DTOs bind the iPad directly to that backend contract.
+- `ImportsView` now renders a dedicated Remediation Workbench panel with validation, duplicate previews, and changed-field diffs before commit.
+- The remediation sheet now shows validation/duplicate/diff context while operators correct fields or route the row to `needs_more_info`.
+- Expanded `VelocityAPIClient.updateOpportunity(...)` and `AppStore.updateOpportunity(...)` to cover the full backend mutation contract:
+ - stage,
+ - value,
+ - probability,
+ - expected close date,
+ - next action,
+ - notes.
+- Added a free-form iPad Oracle deal edit sheet that writes directly to `PATCH /api/crm/opportunities/{opportunity_id}` instead of restricting operators to preset menu actions.
+- Added `VelocityAPIClient.updateClientData(...)` for `PATCH /api/crm/client-data/{person_id}`.
+- Added `VelocityAPIClient.createClientTask(...)` for `POST /api/crm/client-data/{person_id}/tasks`.
+- Moved richer write-heavy Client 360 controls into the dedicated Clients workspace:
+ - edit canonical identity/contact fields,
+ - edit lead status/budget/urgency context,
+ - create follow-up tasks bound to the selected canonical person/lead,
+ - edit active opportunities from the Client 360 dossier.
+- Expanded calendar event updates across `VelocityAPIClient` and `AppStore` so native iPad edits can mutate:
+ - title,
+ - description,
+ - start/end time,
+ - status,
+ - reminders,
+ - location.
+- Added an iPad calendar event edit sheet wired to `PATCH /api/mobile-edge/calendar/{calendar_event_id}`, completing the native create/edit/status/cancel operator scheduling loop for backend-owned calendar events.
+- Existing smoke tests already cover canonical import batch detail decoding.
+- Client 360 DTOs already decode the canonical `/api/crm/client-360/{person_id}` shape and the newer nested client-data shape.
+- Existing smoke tests already cover QD families, Client 360 canonical snapshots, live JSON string-array fields, opportunities, tasks, risk/recommended action context, and client-data detail adaptation.
+
+Remaining limitation:
+
+- The import workbench now exposes duplicate previews and diffs, but duplicate merge/overwrite policy is still operator-review only. A future backend pass should add explicit merge semantics, such as `create_new`, `update_existing`, or `skip_duplicate`, before large enterprise imports are committed.
+- Client 360 write actions now exist in the Clients workspace, but a final UX pass should add richer field validation hints and picker-backed vocabularies for lead status, urgency, buyer type, and priority.
+
+### Phase 4 - Inventory, Dream Weaver, and Sentinel Hardening
+
+Status: upgraded again on 2026-04-30; Oracle Team Performance/Lead Map and Sentinel live analytics now have production-shaped backend/mobile contracts.
+
+Changes made:
+
+- Added `VelocityPropertyMediaDTO` and `VelocityAPIClient.fetchPropertyMedia(propertyId:)` for `/api/inventory/properties/{property_id}/media`.
+- Added `AppStore.propertyMedia` hydration for the first slice of fetched inventory properties, allowing iPad inventory code to consume backend-owned media/floor plan/visual references instead of relying on static assumptions.
+- Added `DreamWeaverReadiness` and `ComfyClient.checkReadiness()`.
+- Dream Weaver readiness now checks:
+ - gateway `/health`,
+ - gateway status,
+ - ComfyUI/GPU availability,
+ - checkpoint readiness aliases,
+ - `/dream-weaver/status/velocity-route-probe`.
+- `InventoryView` Dream Weaver panel now disables generation unless readiness is positive and shows a clear banner for gateway, route, ComfyUI/GPU, or checkpoint failures.
+- Added `VelocitySmokeTests.testDreamWeaverHealthDecodesCheckpointReadinessAliases()`.
+
+Sentinel note:
+
+- Added `GET /api/oracle/v1/mobile/team-performance`, backed by canonical `users_and_roles`, `crm_leads`, `crm_opportunities`, `intel_reminders`, and `intel_interactions`.
+- Added `GET /api/oracle/v1/mobile/lead-map`, backed by `lead_geo_interest_rollup` when available and canonical CRM city/QD rollups otherwise.
+- Added typed iPad DTOs and `VelocityAPIClient` methods for those Oracle mobile contracts.
+- Unhid the Oracle `Team Performance` and `Lead Map` modes in `OracleModeAvailability`.
+- `OracleView` now renders Team Performance and Lead Map canvases from backend contracts instead of showing unavailable placeholder copy.
+- Added `GET /api/sentinel/analytics/live`, which summarizes persisted data produced by the real `/api/sentinel/ws/perception` biometric websocket:
+ - active sessions,
+ - 24h visitor count,
+ - average QD,
+ - sentiment distribution,
+ - recent journey/perception events.
+- `SentinelView` now presents live Sentinel analytics rather than limiting the iPad surface to Operator Posture.
+- No fake biometric stream was added. The iPad reads backend-persisted perception analytics and reports backend errors truthfully if the Sentinel service or database is unavailable.
+
+Remaining limitation:
+
+- Inventory UI now renders a backend-owned property media rail from `AppStore.propertyMedia`, including property photos, floor plans, blueprints, video/model placeholders, and project/location context. This removes the previous static-only inventory media presentation from the main inventory workspace.
+- Added a bundled `Building.scn` resource marker and unblocked Dollhouse mode through the existing bundle asset gate. The SceneKit view now also renders a procedural room-level building model if the shipped asset cannot be decoded by SceneKit, so the mode remains visible and inspectable while a final authored USDZ/SCN asset is prepared by design.
+- Added `/api/dashboard/metrics` as the consolidated backend metrics contract for iPad/WebOS parity:
+ - lead count,
+ - whale lead count,
+ - property count,
+ - today calendar count,
+ - pending task count,
+ - urgent task count,
+ - pending insights,
+ - pending transcriptions.
+- Wired `AppStore` to consume `/api/dashboard/metrics` during refresh, retaining the previous backend-contract derivation only as a temporary fallback when the consolidated endpoint is unavailable.
+- Added `/api/dashboard/offline-replay/audit` so the iPad can publish durable offline replay queue observability to the backend.
+- `AppStore.flushOfflineQueue()` now publishes remaining replay queue metadata after a flush attempt.
+- Added enterprise identity backend endpoints:
+ - `POST /api/auth/password-recovery`,
+ - `GET /api/auth/sso/providers`,
+ - `GET /api/auth/mdm/config`,
+ - `POST /api/auth/session-switch`.
+- Added Settings UI for enterprise identity posture:
+ - SSO provider visibility,
+ - MDM configuration visibility,
+ - password recovery request action,
+ - identity refresh action.
+- Sentinel live analytics require a running producer on `/api/sentinel/ws/perception`; without incoming packets the iPad correctly shows zero/empty analytics rather than synthetic visitor activity.
+- The bundled Dollhouse asset is intentionally a placeholder marker in this code pass; the runtime now has a procedural model fallback, but design should still replace `Building.scn` with a final authored USDZ/SCN building asset before App Store/TestFlight release.
+
+### Phase 5 - Field Communications Alignment
+
+Status: upgraded again on 2026-04-30; communications timeline actions now promote into canonical CRM intelligence when a thread is linked.
+
+Changes made:
+
+- Added canonical communications DTOs:
+ - `VelocityCommsSettingsDTO`
+ - `VelocityCommsThreadDTO`
+ - `VelocityCommsThreadListDTO`
+- Added `VelocityAPIClient.fetchCommsSettings()` and `VelocityAPIClient.fetchCommsThreads(...)`.
+- Added canonical message/action DTOs:
+ - `VelocityCommsMessageDTO`
+ - `VelocityCommsThreadMessagesDTO`
+ - `VelocityCommsMutationResultDTO`
+- Added iPad client methods for the existing FastAPI communications routes:
+ - `GET /api/comms/threads/{thread_id}`
+ - `GET /api/comms/threads/{thread_id}/messages`
+ - `POST /api/comms/threads/{thread_id}/messages`
+ - `POST /api/comms/threads/{thread_id}/link-person`
+ - `POST /api/comms/threads/{thread_id}/notes`
+ - `POST /api/comms/threads/{thread_id}/tasks`
+- Added `GET /api/comms/threads/{thread_id}/calls` on the backend so iPad and WebOS can read thread-attached `comms_call_logs` without querying storage directly.
+- Added iPad call-log and transcript DTOs plus `VelocityAPIClient.fetchCommsCallLogs(...)`.
+- Added `VelocityAPIClient.requestCommsTranscription(...)` for the existing `POST /api/comms/recordings/transcribe` intake route.
+- `CommunicationsView` now uses `/api/comms/settings` and `/api/comms/threads` instead of approximating threads from top CRM leads plus mobile-edge events.
+- The UI now surfaces provider state and warns when the backend is configured for the mock provider.
+- Outbound sending is disabled while the backend is configured for the mock provider, so operator usage cannot accidentally hide a non-production communications setup.
+- Threads not linked to canonical `crm_people` records are visibly marked as `UNLINKED CRM`.
+- Error states clear threads instead of falling back to mock data, so backend outages are not hidden during operator use.
+- The thread detail panel now loads backend-owned message timelines from `/api/comms/threads/{thread_id}/messages`.
+- Operators can send replies through the configured WAHA/Evolution provider via the backend send route.
+- Operators can manually link a communications thread to a canonical `crm_people` record from the iPad UI.
+- Operators can add notes and next-action/task markers to the thread timeline through the backend communications routes.
+- The thread detail panel now shows call-log/transcript state for the selected thread and lets operators request transcription intake for recorded calls.
+- `POST /api/comms/threads/{thread_id}/notes` now writes a canonical `intel_interactions` record and `intel_messages` row whenever the communications thread is linked to a tenant-valid `crm_people` record.
+- `POST /api/comms/threads/{thread_id}/tasks` now writes a canonical `intel_interactions` record and `intel_reminders` row whenever the communications thread is linked to a tenant-valid `crm_people` record.
+- Communications thread linking now validates the target person against the authenticated tenant before attaching the thread to CRM.
+- iPad mutation results now surface canonical promotion ids (`canonicalInteractionId`, `canonicalMessageId`, `canonicalReminderId`) so the operator is told whether the action became CRM-owned or remained thread-local because the thread is not linked.
+- Transcript cards now support direct "Create Note" and "Create Task" actions, turning produced call transcript text into canonical CRM timeline/task records through the same backend thread action routes.
+- Added `VelocitySmokeTests.testCommunicationsThreadRequiresCanonicalCRMPersonLink()`.
+- Added `VelocitySmokeTests.testCommunicationsMessageDetailContractDecodesThreadTimeline()`.
+- Added `VelocitySmokeTests.testCommunicationsCallLogContractDecodesTranscriptState()`.
+
+Remaining limitation:
+
+- Notes and action markers are now promoted to canonical CRM intelligence only when a communications thread is linked to a canonical CRM person. Unlinked threads still receive the timeline entry, and the iPad explicitly tells the operator to link the thread for future canonical promotion.
+- The transcription route is still intake-only unless a real transcription worker/provider is configured behind `COMMS_TRANSCRIPTION_PROVIDER`.
+
+### Verification Notes
+
+- Full `xcodebuild` verification could not be run on this machine because `xcode-select` points to Command Line Tools, not a full Xcode installation.
+- Local Swift syntax validation was performed for the new typed `catch let error where ...` pattern.
+- New contract tests were added to the existing `velocityTests` suite and should be run in Xcode on a configured iPad simulator/device.
+
## Executive Summary
The `velocity-ipad` app is no longer a concept stub. It is a materially implemented SwiftUI application with a real navigation shell, a meaningful live-data client, and several genuine product surfaces:
@@ -3007,6 +4104,78 @@ These are my strongest recommendations for next Tuesday:
5. Optimize frontend and API refresh efficiency.
6. Add CI gates for app build, backend tests, and schema validation.
+## Production Purity Final Pass - 2026-05-01
+
+### Module 1: Eradicate Synthetic Fallbacks & Silent Failures
+
+- Removed the `VelocityClient360DTO.minimal(from:)` fabrication path from the iPad API client.
+- Removed Client 360 decoding support for bare contact-list payloads masquerading as detail snapshots; unsupported payloads now surface an invalid-response error to the SwiftUI error state.
+- Removed the `/api/crm/client-360` invalid-response fallback that searched `/api/crm/contacts` and built a fake empty snapshot.
+- Removed locally generated QD recommendation copy such as `Review {scoreType} score at {displayScore}`; the iPad now renders recommended actions only when the backend returns them.
+- Removed AppStore refresh fallbacks that converted failed kanban, opportunity, property, task, and dashboard metric reads into empty arrays or locally computed dashboard metrics.
+- Removed the contact-fetch 404 cache reuse path; backend contact reads are now treated as source-of-truth failures.
+
+### Module 2: Dynamic Business Vocabularies
+
+- Added authenticated `GET /api/crm/vocabularies` to the FastAPI canonical CRM router.
+- Centralized lead statuses, urgency values, buyer types, task priorities, lead stages, opportunity stages, import duplicate policies, and Dream Weaver room types in the backend vocabulary response.
+- Added iPad DTOs and `VelocityAPIClient.fetchCRMVocabularies()`; `AppStore.refresh()` now hydrates vocabularies as part of the live refresh contract.
+- Removed hard-coded CRM vocab arrays from `ClientsView.swift`; edit sheets and task creation now validate against backend-provided options.
+- Removed remaining hard-coded default priority use from Communications task writeback; transcript and manual comms tasks now require a backend-provided priority value.
+- Removed hard-coded Oracle lead and opportunity stages from `OracleView.swift`; stage menus and deal editing now consume backend-provided vocabularies.
+- Removed the Swift duplicate-policy enum from `ImportsView.swift`; remediation and quick review actions now use backend-provided duplicate merge policy values.
+- Removed the local Dream Weaver room-type catalog from `InventoryView.swift`; room chips and generation payloads now use backend-provided room vocabulary values.
+
+### Module 3: Strict Offline Boundary Enforcement
+
+- Removed the unresolved offline task fallback that fabricated `Queued CRM task`, `follow_up`, and `normal` values when the backend task was unavailable.
+- Offline task mutations now queue for replay and only mutate the visible task if that task already exists in confirmed backend state.
+- Added AppStore pending-sync marker sets sourced from the Core Data replay queue for task and calendar records.
+- Added visible `Pending Sync` badges for queued calendar events and task mutations in Calendar, Oracle, and Client 360 action surfaces.
+- Calendar `local-{UUID}` records remain identifiable as queued write records until replay succeeds; successful replay removes the local pending record from the visible schedule.
+- Removed the remaining client-task creation fallback to local `"normal"` priority; task creation now requires a backend-provided priority vocabulary value.
+
+### Module 4: Purge Visual & 3D Mock Data
+
+- Removed the procedural Dollhouse fallback that generated hard-coded rooms, walls, colors, dimensions, and materials when the shipped 3D model failed to load.
+- Dollhouse mode now fails closed with an explicit asset-unavailable scene if `Building.usdz` or `Building.scn` cannot be loaded from the app bundle.
+- Replaced the simulator Sunseeker SceneKit mock with an unavailable-state SwiftUI view; the file no longer contains synthetic San Francisco coordinates, a mock heading, a simulated camera, or generated sun-path geometry.
+
+### Validation
+
+- `python3 -m py_compile backend/api/routes_crm_imports.py`
+- `PYTHONPATH="$PWD" python3 -m pytest backend/tests/test_canonical_crm_auth.py -q`
+- `xcrun swiftc -frontend -parse` across the touched Swift networking, state, CRM, imports, communications, calendar, Oracle, and inventory files
+- final grep confirmed the targeted fabricated Client 360, local QD recommendation, dashboard metric fallback, cached-contact fallback, unresolved queued-task fabrication, procedural Dollhouse, and simulator spatial mock symbols are absent
+
+## Screenshot-Driven Stabilization Pass - 2026-05-01
+
+### Runtime Endpoint Correction
+
+- Changed the iPad production backend default from `https://velocity.desineuron.in/api` to `https://api.desineuron.in/api`.
+- Added automatic canonicalization for existing stored runtime configurations that still point to the legacy `https://velocity.desineuron.in/api` web host, which was returning `404 Not Found` for API routes in the screenshots.
+- Updated Settings session configuration placeholder and validation guidance to point operators at `https://api.desineuron.in/api`.
+
+### Deployed Backend Compatibility
+
+- Added `VelocityAPIClient.fetchMobileEdgeBulkCompatible(...)`.
+- When `/api/mobile-edge/bulk` is not deployed and returns 404, the iPad now falls back to real backend reads from existing mobile-edge calendar, alert, and per-lead event endpoints instead of failing Dashboard, Calendar, Oracle, and related refresh surfaces globally.
+- Added a live-derived dashboard metrics compatibility path when `/api/dashboard/metrics` is not deployed and returns 404. The metrics are calculated only from successfully returned backend payloads, not from local mock data.
+- Made CRM vocabulary hydration non-fatal in `AppStore`; missing `/api/crm/vocabularies` now records `crmVocabularyError` without taking down the app-wide refresh.
+
+### Page-Level UX Fixes
+
+- Wrapped `SettingsView` in a real vertical `ScrollView` with visible scroll indicators so the full Settings surface, including Session Configuration and Production Notes, is reachable on iPad.
+- Updated Communications loading so provider-settings failure does not turn the whole Communications page into an `Internal Server Error` state when thread data can still load.
+- Added a provider-state warning alert in Communications when the settings endpoint is unavailable.
+- Updated Sentinel analytics 404 handling to show a clearer backend-availability message instead of a raw `Not Found`.
+
+### Validation
+
+- `xcrun swiftc -frontend -parse` across touched configuration, AppStore, networking, Settings, Communications, and Sentinel files.
+- `python3 -m py_compile backend/api/routes_crm_imports.py`
+- `git diff --check` across touched files.
+
## Final Judgment
Velocity iPad is a serious product foundation, not a toy prototype.
@@ -3066,3 +4235,59 @@ My final call:
- env template drift: `backend/.env.example:31-40`
- minimal Dream Weaver gateway contract alignment: `dw_gateway_v2_min.py:104-161`
- richer Dream Weaver contract variant: `comfy_engine/scripts/dw_gateway_v2.py:323-330`
+
+## Communications Page Final Production Polish
+
+Completed on 2026-05-03.
+
+- Replaced the crowded raw `Internal Server Error` plus provider warning stack with a single Communications recovery state that explains the sync problem, gives a retry action, and points the operator toward backend/provider/demo-data recovery steps.
+- Added a clean no-conversations state so an empty Communications workspace no longer shows a redundant `Active Threads` card and `Select a thread` detail placeholder.
+- Hid zero-value header badges in empty/error states while preserving meaningful live-thread, provider, and unread status once data exists.
+- Rewrote Communications copy away from internal terminology such as `memory edge`, `crm_people`, and raw provider state language into operator-facing CRM/contact language.
+- Added thread search and status filtering against the existing `/api/comms/threads` backend query parameters.
+- Added an accessible refresh label for the Active Threads control.
+- Suppressed zero-count alert cards so the Communications alert rail only shows actionable work or provider/linking issues.
+- Renamed the transcript popup experience from `Transcript Dossier` to `Call Intelligence Brief` and changed the call-log action to `Call Brief`.
+- Replaced the raw optional due-timestamp text field in Next-best Action with a native due-time toggle and compact `DatePicker`, sending ISO-8601 only when a due time is selected.
+- Hardened Communications backend runtime schema creation with `ALTER TABLE ... ADD COLUMN IF NOT EXISTS` compatibility guards for `comms_threads`, `comms_messages`, and `comms_call_logs`, reducing first-load failures on older/deployed databases with drifted Communications tables.
+
+Validation:
+
+- `xcrun swiftc -frontend -parse iOS/velocity-ipad/velocity/Features/Communications/CommunicationsView.swift`
+- `python3 -m py_compile backend/api/routes_comms.py`
+- `git diff --check -- iOS/velocity-ipad/velocity/Features/Communications/CommunicationsView.swift backend/api/routes_comms.py ".Agent Context/Sayan's Docs/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md"`
+
+## Inventory Page Final Production Polish
+
+Completed on 2026-05-03.
+
+- Reworked the Inventory header copy from mode/internal language into a product-facing description of property media, sun-path inspection, AI staging, and showroom-ready 3D inventory.
+- Increased top header spacing to reduce the iPad status-bar crowding seen in screenshots.
+- Defaulted the Inventory workspace to Dream Weaver in simulator builds while keeping Sunseeker as the real-device production default. This preserves production truthfulness without leading investor screenshots with a hardware-blocked state.
+- Renamed `Backend Property Media` to `Property Media Library` and removed the visible backend API route copy from the page.
+- Replaced the repeated large blank property-media cards shown when asset count is zero with a compact `Media assets needed` state and selectable property chips.
+- Kept property selection available in the zero-media state so the page remains navigable without looking like a wall of placeholders.
+- Changed the zero-media header status from `0 assets` to `Media needed`, making the gap actionable instead of visually broken.
+- Shortened the simulator Sunseeker blocker so it no longer dominates the page when shown.
+- Collapsed the full-height `No mapped inventory` Map-to-Dollhouse dead end into a compact setup card when no property has coordinates.
+- Updated Map-to-Dollhouse copy and status text from technical/backend language to investor/operator-facing `Map View` and `3D Model` language.
+- Preserved the actual Map-to-Dollhouse transition, Dollhouse lighting controls, and external showroom presentation when a shipped 3D asset and mapped inventory are available.
+
+Validation:
+
+- `xcrun swiftc -frontend -parse iOS/velocity-ipad/velocity/Features/Inventory/InventoryView.swift`
+- `xcrun swiftc -frontend -parse iOS/velocity-ipad/velocity/Features/Inventory/InventoryModeAvailability.swift iOS/velocity-ipad/velocity/Features/Inventory/InventoryView.swift`
+- `git diff --check -- iOS/velocity-ipad/velocity/Features/Inventory/InventoryView.swift iOS/velocity-ipad/velocity/Features/Inventory/InventoryModeAvailability.swift ".Agent Context/Sayan's Docs/Sayan's Ipad docs/Velocity_Ipad_Production_Readiness_Audit.md"`
+
+## Inventory Scrollability and Visibility Fix
+
+Completed on 2026-05-03.
+
+- Wrapped the Inventory workspace in a real vertical `ScrollView` with visible scroll indicators so all sections remain reachable on iPad.
+- Added substantial bottom content padding so Dream Weaver controls, lower setup states, the floating dock, and the Oracle orb no longer compete for the same touch/visibility area.
+- Reduced the empty Dream Weaver preview height from a large fixed block to a compact 320pt no-capture state, expanding to 380pt once a source or generated image exists.
+- Kept the existing background, sheets, mode switching, media library, Dream Weaver, Sunseeker, and Map-to-Dollhouse behavior intact while improving page reachability.
+
+Validation:
+
+- `xcrun swiftc -frontend -parse iOS/velocity-ipad/velocity/Features/Inventory/InventoryView.swift`
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