navidocs/INFRAFABRIC_INTEGRATION_PLAN.md

NaviDocs × InfraFabric Integration Plan

First Production Test Case for Multi-Agent API Integration

Created: 2025-11-13 Purpose: Use NaviDocs yacht sales intelligence as first real-world validation of InfraFabric's multi-agent coordination framework Meeting Deadline: Riviera Plaisance presentation (hours) Citation: if://plan/navidocs-infrafabric-integration-2025-11-13

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Executive Summary

Mission: Leverage InfraFabric's multi-agent orchestration to rapidly develop yacht sales intelligence and features for NaviDocs, validating production readiness while delivering business value.

Timeline: 4-6 hours intensive development sprint Resources: $100 Claude Code Cloud credit + local CLI Approach: S2 multi-swarm methodology (5 cloud sessions × 10 Haiku agents each)

Expected Outcomes:

1. ✅ Production-validated InfraFabric API integration framework
2. ✅ Yacht sales intelligence dossier for Riviera Plaisance
3. ✅ NaviDocs feature roadmap with implementation priorities
4. ✅ Proof of multi-session cloud orchestration at scale

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Context: Learnings from InfraFabric S2 Multi-Swarm

What Worked (Apply to NaviDocs)

From Epic V4 Intelligence Gathering:

• ✅ IF.search 8-pass method - Proven for comprehensive research
• ✅ Joe persona (Merchant-Philosopher) - Discontinuity detection
• ✅ IF.guard 20-voice council - Multi-perspective validation
• ✅ Medical-grade evidence (≥2 sources per claim)
• ✅ Cryptographic verification (Ed25519, SHA-256)

From 14-Day Sprint (Oct 26 - Nov 9):

• ✅ 49.3% token cost reduction via Haiku delegation (validated)
• ✅ Multi-session coordination using session handoff protocols
• ✅ Guardian Council consensus achieved 90.1% average approval
• ✅ IF.TTT compliance (Traceable, Transparent, Trustworthy)

Architecture Patterns to Reuse

IF.bus (Message Bus):

Session 1 → IF.bus → Session 2
Session 2 → IF.bus → Session 3
Coordinator ← IF.bus ← All Sessions

IF.swarm (Agent Orchestration):

Cloud Session (Sonnet Coordinator)
├─ Haiku Agent 1: Market research
├─ Haiku Agent 2: Competitor analysis
├─ Haiku Agent 3: Feature extraction
├─ Haiku Agent 4: Documentation review
├─ Haiku Agent 5: Code analysis
├─ Haiku Agent 6: Integration mapping
├─ Haiku Agent 7: Security audit
├─ Haiku Agent 8: UX analysis
├─ Haiku Agent 9: Deployment planning
└─ Haiku Agent 10: Evidence synthesis

IF.optimise (Token Economics):

• Mechanical tasks → Haiku ($0.25/M input, $1.25/M output)
• Strategic synthesis → Sonnet ($3/M input, $15/M output)
• Target: 50-70% cost reduction

IF.TTT (Traceability):

• Every claim → if://citation/uuid
• File hashes (SHA-256) for all sources
• Guardian Council votes recorded
• Evidence stored in structured format

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Phase 1: Context Gathering (COMPLETED ✅)

Status: Local Haiku swarm deployed and completed

Findings Summary:

1. Yacht Documentation Requirements (from .claude logs)

Source: /home/setup/navidocs/docs/debates/02-yacht-management-features.md

Critical Legal Documents:

• Registration certificates (provisional + final)
• Ship licenses
• Radio licenses
• Customs documentation (temporary admission)
• Flag registration papers
• Coast Guard compliance documents

Charter Operations Needs:

• Flag change workflow management
• Multi-jurisdiction document assembly (UK, France, Spain, Italy, Greece, US, Canada, Australia, China)
• Crew certification tracking (expiration alerts)
• Pre-departure safety checklists
• Incident reporting system

2. Warranty Tracking Requirements

Source: /mnt/c/users/setup/downloads/NaviDocs-Medium-Articles.md

Pain Points Identified:

• €400K-€800K total active warranty value on typical yachts
• €8,000 warranty miss (greywater pump failure)
• €33,000 uncovered equipment discovered
• 9-jurisdiction documentation nightmare
• Warranty transfer traps during flag changes

NaviDocs Solution Features:

• Warranty expiration alerts (90, 30, 14 days)
• Automatic claim package generation (2.5 hours → 15 minutes)
• Jurisdiction-aware document assembly (6 hours → 20 minutes)
• "About This Boat" vessel identity system

3. Current NaviDocs Architecture

Source: /home/setup/navidocs/ARCHITECTURE_INTEGRATION_ANALYSIS.md

Production-Ready Foundation:

• 13 database tables (multi-tenant ready)
• 40+ API endpoints
• Complete auth system (JWT + audit logging)
• Background workers (BullMQ + Redis)
• OCR pipeline (Tesseract + Google Vision)
• Meilisearch integration

Critical Gaps for Yacht Sales:

1. ❌ No MLS/listing integration
2. ❌ No sale workflow automation
3. ❌ No expiration tracking (surveys, warranties)
4. ❌ Limited notifications
5. ❌ No collaboration features (e-signatures)

Integration Points Identified:

• Webhook framework ready
• Event bus needs implementation
• Metadata fields available
• Background queue extensible
• Settings table ready

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Phase 2: Intelligence Gathering (NEXT)

Objective

Apply Epic V4 methodology to gather yacht sales market intelligence for Riviera Plaisance pitch.

Cloud Multi-Session Architecture

Session 1: Market Research Coordinator

• Lead Agent: Sonnet (strategic)
• Swarm: 10 Haiku agents
• Mission: Yacht sales market landscape
• Deliverables:
  1. Riviera yacht brokerage competitive analysis
  2. Current documentation pain points (broker perspective)
  3. Market size and opportunity (Mediterranean focus)
  4. Pricing models for yacht documentation SaaS

Session 2: Technical Integration Specialist

• Lead Agent: Sonnet (architecture)
• Swarm: 10 Haiku agents
• Mission: NaviDocs enhancement roadmap
• Deliverables:
  1. Yacht sales feature specifications
  2. Integration architecture (Home Assistant, cameras, offline mode)
  3. Implementation timeline (4-week sprint breakdown)
  4. Security and compliance requirements

Session 3: UX/Sales Enablement

• Lead Agent: Sonnet (design + sales)
• Swarm: 10 Haiku agents
• Mission: Sales pitch and demo flow
• Deliverables:
  1. Riviera Plaisance pitch deck (15-minute presentation)
  2. Live demo script (5-minute walkthrough)
  3. ROI calculator (warranty tracking value proposition)
  4. Objection handling playbook

Session 4: Implementation Planning

• Lead Agent: Sonnet (project management)
• Swarm: 10 Haiku agents
• Mission: Development sprint planning
• Deliverables:
  1. 4-week sprint breakdown (tasks, dependencies, owners)
  2. API integration specifications
  3. Testing strategy and acceptance criteria
  4. Deployment checklist

Session 5: Evidence Synthesis & Guardian Validation

• Lead Agent: Sonnet (guardian coordinator)
• Swarm: 10 Haiku agents (evidence gathering)
• Mission: IF.guard validation + final dossier
• Deliverables:
  1. Complete intelligence dossier (all sessions synthesized)
  2. Guardian Council vote (20-voice approval)
  3. Citation database (medical-grade evidence)
  4. Final presentation materials

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Phase 3: Development Sprint (AFTER MEETING)

Implementation Roadmap (4 Weeks)

Week 1: Foundation

• Integration framework setup
• Event bus implementation
• Webhook handlers
• Yacht sales metadata templates

Week 2: Core Integrations

• Home Assistant webhook (1-2 days)
• Broker CRM sync (3-5 days)
• Cloud storage option (2-3 days)

Week 3: Automation

• As-built package generator
• Expiration tracking & alerts
• MQTT integration

Week 4: Polish & Deploy

• Sales demo environment
• Documentation
• Riviera Plaisance pilot program
• Production deployment

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IF.bus Communication Protocol

Session-to-Session Message Format

{
  "performative": "inform",
  "sender": "if://agent/session-1/coordinator",
  "receiver": "if://agent/session-2/coordinator",
  "conversation_id": "if://conversation/navidocs-yacht-sales-2025-11-13",
  "content": {
    "task": "Analyze market research findings and extract technical requirements",
    "evidence": [
      "session-1/market-analysis.md:45-67",
      "session-1/competitor-pricing.json"
    ],
    "priority": "high",
    "deadline": "2025-11-13T16:00:00Z"
  },
  "citation_ids": [
    "if://citation/market-research-2025-11-13"
  ],
  "timestamp": 1699632000000000000,
  "signature": {
    "algorithm": "ed25519",
    "public_key": "ed25519:...",
    "signature_bytes": "ed25519:..."
  }
}

Coordination Flow

Local CLI (Orchestrator)
├─ Spawns Session 1 (Cloud)
│  └─ Session 1 completes → Publishes results to GitHub
├─ Spawns Session 2 (Cloud)
│  └─ Reads Session 1 output from GitHub
│  └─ Session 2 completes → Publishes results
├─ Spawns Session 3 (Cloud)
│  └─ Reads Sessions 1+2 outputs
│  └─ Session 3 completes
├─ Spawns Session 4 (Cloud)
│  └─ Reads Sessions 1+2+3 outputs
│  └─ Session 4 completes
└─ Spawns Session 5 (Cloud)
   └─ Reads all session outputs
   └─ Synthesizes final dossier
   └─ Guardian Council validation

Storage: GitHub repo acts as shared state (append-only log)

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Token Budget Allocation

Total Budget: $100 Claude Code Cloud credit

Session Breakdown:

• Session 1 (Market): $15 (7.5K Sonnet + 50K Haiku)
• Session 2 (Technical): $20 (10K Sonnet + 60K Haiku)
• Session 3 (UX/Sales): $15 (7.5K Sonnet + 50K Haiku)
• Session 4 (Planning): $15 (7.5K Sonnet + 50K Haiku)
• Session 5 (Synthesis): $25 (15K Sonnet + 60K Haiku)
• Buffer: $10 (contingency for iterations)

Total Projected: $90 ($10 under budget)

Efficiency Targets:

• 50-70% Haiku delegation (learned from 14-day sprint)
• Avoid redundant research (sessions share findings via GitHub)
• Parallel execution where possible (Sessions 1-4 can run concurrently)

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Success Criteria

Immediate (Meeting Delivery)

• Riviera Plaisance pitch deck ready (15 minutes)
• Live demo script prepared (5 minutes)
• ROI calculator showing warranty tracking value
• Yacht sales feature roadmap (visual timeline)

Short-Term (4 Weeks)

• NaviDocs GitHub repo updated with yacht sales features
• Integration framework implemented
• Warranty tracking + expiration alerts functional
• Home Assistant integration working
• Sales demo environment deployed

Long-Term (Validation of InfraFabric)

• Multi-session cloud orchestration proven at scale
• IF.bus communication protocol validated
• Token efficiency targets met (50-70% reduction)
• Guardian Council consensus maintained (>90%)
• Medical-grade evidence standard achieved (≥2 sources/claim)

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Risk Mitigation

Risk 1: Session coordination failures

• Mitigation: GitHub as shared state (append-only log)
• Fallback: Local CLI can resume any failed session

Risk 2: Token budget overrun

• Mitigation: Real-time cost tracking per session
• Fallback: Switch to Haiku-only mode if approaching limit

Risk 3: Meeting deadline miss

• Mitigation: Session 3 (UX/Sales) prioritized first
• Fallback: Manual synthesis if Sessions 1-2 delay

Risk 4: Integration complexity underestimated

• Mitigation: Session 2 includes detailed technical specs
• Fallback: Phased rollout (MVP first, advanced features later)

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Next Steps

Immediate Actions (Next 30 Minutes)

1. ✅ Push NaviDocs to GitHub (enable cloud access)
2. ✅ Create session handoff templates
3. ✅ Prepare cloud agent starter prompts (5 sessions)
4. ⚡ Deploy Session 1 (Market Research) to Claude Code Cloud

Pre-Meeting Actions (Next 4 Hours)

1. Run all 5 cloud sessions in parallel
2. Synthesize findings into pitch deck
3. Prepare live demo script
4. Generate ROI calculator

Post-Meeting Actions (Next 4 Weeks)

1. Execute development sprint
2. Deploy yacht sales features
3. Launch Riviera Plaisance pilot
4. Document InfraFabric validation results

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Citation: if://plan/navidocs-infrafabric-integration-2025-11-13 Status: Phase 1 complete, Phase 2 ready to launch Updated: 2025-11-13 Next Review: Post-meeting debrief