Unclassified

GTM Motion Implementation Summary

Tier C — Historical. This document is a point-in-time snapshot preserved for reference. For current architecture, see CANONICAL_PLATFORM_ARCHITECTURE.md.

The Headline

"One marketplace connection, one auth. Your AI tools are now wired into your organizational Spine."

What We're Launching

The Product Motion

A seamless integration between IntegrateWise and AI clients (Claude Desktop, ChatGPT, Perplexity, Replit, Lovable) via MCP protocol + OAuth.

The User Experience

1. User opens Claude Desktop
2. Sees IntegrateWise in marketplace
3. Clicks "Connect" → OAuth flow → JWT token
4. Claude now has access to:
   • Live Salesforce, HubSpot, Stripe, NetSuite data
   • Agent Lee for recommendations
   • Shared memory of past decisions
   • Ability to write decisions, tasks, notes back to Spine

5. Every other AI tool (ChatGPT, Perplexity) also connects
6. They all see the same Spine data
7. All decisions are shared and learned from

The Data Promise

Every AI activity writes to the Spine:

  • Conversations logged
  • Decisions persisted
  • Tasks created and synced
  • Metrics updated automatically
  • Agent Lee learns and improves

Architecture Overview

┌────────────────────────────────────────────────────────────────┐
│ AI CLIENTS (Multiple)                                          │
├────────────────────────────────────────────────────────────────┤
│ Claude Desktop | ChatGPT | Perplexity | Replit | Lovable      │
│                                                                │
│ Each connects to ONE MCP endpoint via OAuth                    │
└──────────────────────┬─────────────────────────────────────────┘
                       │
                       ▼
        ┌──────────────────────────────┐
        │  MCP Server                  │
        │  (Cloudflare Worker)         │
        │                              │
        │ Tools:                       │
        │  • read_spine                │
        │  • write_decision            │
        │  • query_memory              │
        │  • invoke_agent_lee          │
        │  • create_task               │
        └──────────────────┬───────────┘
                           │
        ┌──────────────────┴──────────────┐
        │                                 │
        ▼                                 ▼
  ┌──────────────────┐          ┌──────────────────┐
  │ Continuity       │          │ Spine (D1)       │
  │ Bridge (OAuth)   │          │ Database         │
  │                  │          │                  │
  │ JWT Issuance     │          │ • accounts       │
  │ Tenant Resolver  │          │ • opportunities  │
  │ User Identity    │          │ • decisions      │
  └──────────────────┘          │ • tasks          │
                                │ • metrics        │
                                └──────┬───────────┘
                                       │
        ┌──────────────────────────────┼──────────────────────────┐
        │                              │                          │
        ▼                              ▼                          ▼
  ┌──────────────┐            ┌──────────────────┐       ┌──────────────┐
  │ Hermes Event │            │ Agent Lee        │       │ Connectors   │
  │ Stream       │            │ (Twin Orchestr.) │       │              │
  │              │            │                  │       │ • Salesforce │
  │ • Broadcast  │            │ • Learn          │       │ • HubSpot    │
  │ • Fanout     │            │ • Reason         │       │ • Stripe     │
  │ • Memory     │            │ • Propose        │       │ • NetSuite   │
  └──────────────┘            │ • Coach          │       │ • 24 more    │
                              └──────────────────┘       └──────────────┘

5-Minute User Journey (Real-Time)

Step 1: Discovery (15 seconds)

User opens Claude Desktop
Browses marketplace
Finds "IntegrateWise" with 4.9★ rating
Description: "Wired business intelligence for AI"
Status: "Connect"

Step 2: Authorization (1.5 minutes)

User clicks "Connect"
  ↓
Claude redirects to: https://integratewise.ai/auth
  ↓
User sees: "Claude is requesting access to your business data
           (Salesforce, HubSpot, Stripe, NetSuite, etc.)"
  ↓
User enters email: sarah@acmecorp.com
  ↓
Continuity Bridge:
  - Identifies tenant (acmecorp.com)
  - Creates user if new
  - Issues OAuth code
  ↓
User clicks "Authorize"
  ↓
Token exchange completes
  ↓
Claude saves token locally
  ↓
Status: "Connected ✓"

Step 3: Tools Activated (30 seconds)

Claude loads IntegrateWise tools:
  ✓ read_spine - Query live business data
  ✓ query_memory - Search past decisions
  ✓ invoke_agent_lee - Get recommendations
  ✓ write_decision - Log decisions
  ✓ create_task - Make tasks

Step 4: First Use (2 minutes)

User: "Should we pursue Acme Corp as a customer?"

Claude calls MCP tools:
  1. read_spine("account", "acme_corp", scope="sales")
     Returns: {
       name: "Acme Corp",
       revenue: $50M,
       csm_health: 0.92,
       renewal_date: "2025-03-15",
       expansion_opportunity: "Multi-product upsell"
     }

  2. query_memory("large_tech_companies_similar_revenue")
     Returns: [
       { company: "TechCorp", pursued: true, outcome: "won" },
       { company: "DataFlow", pursued: true, outcome: "won" },
       { company: "CloudSync", pursued: false, outcome: "N/A" }
     ]

  3. invoke_agent_lee({
       context: { account_id: "acme_corp" },
       request: "Should we pursue?"
     })
     Returns: {
       proposal: "PURSUE",
       confidence: 0.92,
       reasoning: "Strong health, good market timing, expansion fit"
     }

  4. write_decision({
       entity_id: "acme_corp",
       decision_type: "pursue",
       reasoning: "Strong health + expansion opportunity",
       evidence: [
         { source: "HubSpot", field: "csm_health", value: 0.92 }
       ]
     })
     Response: Decision logged ✓

Claude responds:
  "Yes, pursue Acme Corp. Strong health (0.92), good expansion fit.
   Based on similar deals, 85% win rate. I've logged this decision
   for your team and Agent Lee. Check Salesforce for follow-up task."

Step 5: Continuous Intelligence (Ongoing)

Same conversation visible to:
  ✓ ChatGPT user (connected to same Spine)
  ✓ Perplexity user (same decision, same context)
  ✓ Sales dashboard (real-time metric update)
  ✓ Agent Lee (learns from decision)
  ✓ Salesforce (activity logged)
  ✓ Jira (task created)

Next week:
  Sales rep asks ChatGPT: "What happened with Acme Corp?"
  ChatGPT queries memory: "Last week, Claude recommended pursuing.
  I found similar companies that won. Let's schedule a follow-up."

Implementation Roadmap (4 Phases)

Phase 1: Foundation (Week 1-2)

Goal: Get first MCP connection working + Spine writes

Deliverables:
  ✓ Continuity Bridge (OAuth service)
    - OAuth 2.0 PKCE flow
    - JWT token issuance
    - Tenant resolution
    - User identity creation

  ✓ Enhanced MCP Server
    - read_spine tool (query entities)
    - write_decision tool (log to Spine)
    - Token validation middleware
    - Error handling

  ✓ Claude Desktop App
    - Published to marketplace
    - MCP server URL configured
    - OAuth tested end-to-end

  ✓ Verification
    - OAuth flow working (Claude → IntegrateWise → Claude)
    - Spine writes tested (decisions logged, no data loss)
    - Metrics updated from MCP writes
    - Memory indexed

Timeline: 4-6 hours development + 2-3 hours testing
Status: READY FOR LAUNCH

Phase 2: Multi-Platform (Week 3-4)

Goal: Every major AI client works

Deliverables:
  ✓ ChatGPT Integration
    - Custom action created
    - OAuth integrated
    - Tested end-to-end

  ✓ Perplexity Integration
    - MCP endpoint integrated
    - Token handling
    - Tool discovery

  ✓ Replit Integration
    - Agent runtime integration
    - Memory sharing
    - Real-time collaboration

  ✓ Lovable Integration
    - MCP protocol support
    - UI for tool results
    - Decision tracking

  ✓ Monitoring
    - Per-client usage tracking
    - Error rates
    - Latency metrics

Timeline: 3-4 hours development + 2-3 hours testing
Status: MULTI-PLATFORM LIVE

Phase 3: Intelligence Layer (Week 5-6)

Goal: Agent Lee + Memory + Cross-Domain Metrics

Deliverables:
  ✓ Agent Lee in MCP
    - invoke_agent_lee tool active
    - Twin reasoning in tool results
    - Learning from MCP decisions

  ✓ Memory Indexing
    - query_memory tool
    - Full-text search
    - Similar decision retrieval

  ✓ Cross-Domain Metrics
    - CSM health from MCP tasks
    - Sales pipeline from MCP decisions
    - Finance cash flow from MCP queries

  ✓ Real-Time Sync
    - Hermes broadcasting decisions
    - Connectors syncing changes
    - Dashboard updating live

Timeline: 3-4 hours development
Status: INTELLIGENCE ACTIVATED

Phase 4: Monetization (Week 7-8)

Goal: Revenue generation + Enterprise features

Deliverables:
  ✓ Usage-Based Billing
    - Track MPC tool calls
    - Per-call pricing
    - Usage dashboard

  ✓ Premium Connectors
    - Advanced Salesforce fields
    - HubSpot custom objects
    - Stripe advanced reporting

  ✓ Enterprise Tier
    - Unlimited agents
    - Priority queue
    - Dedicated support

  ✓ Partner Program
    - Marketplace revenue
    - Co-sell opportunities
    - Integration partners

Timeline: 3-4 hours setup + ongoing revenue
Status: REVENUE ACTIVE

Success Metrics

Week 1 (Launch)

  • MCP marketplace connections live
  • OAuth working end-to-end
  • First 10 pilot customers connected
  • Zero data loss incidents
  • <50ms Spine query latency

Week 2

  • 100+ MCP connections
  • 50+ users active
  • 1000+ Spine writes
  • Agent Lee invocations working
  • ChatGPT integration live

Week 4

  • 500+ MPC connections
  • 250+ active users
  • 10k+ Spine writes
  • Multi-platform (all 5 clients)
  • Cross-domain metrics active

Month 1

  • 2000+ MPC connections
  • 1000+ active users
  • 100k+ Spine writes
  • $50k+ ARR (usage-based)
  • 85%+ retention

The Competitive Moat

Why This Works Better Than Competitors

vs. Native Integrations (Salesforce native ChatGPT)

We: Works with Claude, ChatGPT, Perplexity, Replit, Lovable → Salesforce
They: Only work with Salesforce CRM
Winner: We win (vendor agnostic)

vs. Zapier/Make (automation platforms)

We: Real-time decisions + intelligence + Spine persistence
They: Batch automation + rule-based
Winner: We win (real-time + intelligent)

vs. LangChain/LlamaIndex (developer tools)

We: Managed service + enterprise + production-grade
They: DIY framework + self-hosting + governance needed
Winner: We win (managed + governance)

vs. Embedded AI (Salesforce Einstein)

We: Works with ANY AI tool
They: Only in Salesforce UI
Winner: We win (universal)

Go-To-Market Messaging

For Early Adopters

"Be the first in your industry to wire your AI tools together. Get Spine access, Agent Lee recommendations, and persistent decision logging. Join the beta."

For Sales Teams

"Ask Claude: 'Is this lead a good fit?' It checks Salesforce, HubSpot, and Stripe—all in one conversation. Every decision is logged and learned from."

For Finance Teams

"Ask ChatGPT: 'What's our cash runway?' It checks all your financial systems in real-time. Updates your forecast automatically."

For CTOs/DevOps

"One MCP endpoint. Every AI tool your team uses connects there. Enterprise governance, RLS, audit trail. Integrates with your existing stack."

Launch Week Timeline

Monday 9 AM:
  • Publish Claude marketplace app
  • Announce on Product Hunt
  • Email beta list

Monday 2 PM:
  • First 50 users connecting
  • Monitor MPC server
  • Customer support live

Tuesday:
  • ChatGPT action published
  • Perplexity integration active
  • 200+ connections

Wednesday:
  • Replit integration live
  • Press coverage
  • $10k first day ARR

Thursday:
  • Lovable integration live
  • All platforms working
  • 500+ connections

Friday:
  • Week review
  • Fix any issues
  • Plan Phase 2

Weekend:
  • Monitor production
  • Prepare investor update
  • Write case studies

Investor Narrative

"IntegrateWise is building the Spine layer for AI operations. Today, every AI tool (Claude, ChatGPT, Perplexity) has to integrate with 30+ business systems individually. We've created a managed MCP endpoint that every AI tool connects to instead.

The magic: Every AI decision gets logged to the Spine. Agent Lee learns. Next AI tool sees the same decision context. Metrics update automatically. Sales, finance, and operations teams all see the same intelligence.

This is the MCP marketplace thesis—one endpoint, infinite connections, enterprise governance. We're capturing 10% of AI tool spending by becoming the Spine layer."

Quick Implementation Checklist

Pre-Launch (Week 1)

  • Continuity Bridge deployed and tested
  • OAuth flow working end-to-end
  • MCP server handling 1000 req/min
  • Spine write paths verified (no data loss)
  • Claude marketplace app approved
  • First 10 pilot customers onboarded
  • Agent Lee accessible via MCP
  • Memory queries working
  • Monitoring dashboards live
  • Support playbooks ready

Launch Week

  • Marketing materials published
  • Product Hunt launched
  • Email campaign sent
  • Sales team trained
  • Support team on call
  • Bug tracking live

Post-Launch (Week 2)

  • Analyze usage patterns
  • Iterate on UX
  • Plan Phase 2
  • Release notes published
  • Case studies drafted

The One Headline (Use Everywhere)

"One marketplace connection, one auth. Your AI tools are now wired into your organizational Spine."

What Success Looks Like (3 Months In)

Metrics:
  • 10,000+ MPC connections
  • 5,000+ active users
  • 1M+ Spine writes
  • $500k+ ARR
  • 80%+ retention

Product:
  • All 5 platforms integrated
  • Agent Lee fully operational
  • Memory + metrics active
  • Custom connectors available

Market:
  • 15+ case studies
  • 3-5 enterprise customers
  • Press in TechCrunch, Forbes
  • $5M Series A discussions

Files Delivered

  1. GTM_MOTION.md - Complete positioning + user journey
  2. MCP_MARKETPLACE_FLOW.md - Technical architecture + code
  3. GTM_SUMMARY_IMPLEMENTATION.md - This file (implementation roadmap)

Next Steps

  1. Review GTM_MOTION.md (messaging strategy)
  2. Review MCP_MARKETPLACE_FLOW.md (technical architecture)
  3. Kick off Phase 1 (Continuity Bridge + MCP server)
  4. Get Claude marketplace app created
  5. Onboard first 10 beta customers
  6. Execute launch week timeline

The moment it's authorized, AI activity starts writing into the Spine, not just using your APIs.