> ## Documentation Index
> Fetch the complete documentation index at: https://devdocs.aiconnected.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Doc Dump 1 (148 of 258 Docs) 

# aiConnected — Complete Document Inventory

**Prepared:** April 15, 2026\
**Purpose:** Full inventory of all documents, specifications, ideas, and innovations across all project conversations. Intended for transfer to a live developer repository and handoff to an engineering team.

**Status Key:**\
`[WRITTEN]` — Formally produced as a standalone file in a previous session\
`[CONVERSATIONAL]` — Exists in detail across chat sessions but not formatted as a standalone document\
`[NEEDS WRITING]` — Concept is defined; document has not been produced

***

## SECTION 1: COMPANY & CORPORATE DOCUMENTS

### 1.1 Legal & Entity

| # | Document                                          | Status            | Notes                                                                                                                                |
| - | ------------------------------------------------- | ----------------- | ------------------------------------------------------------------------------------------------------------------------------------ |
| 1 | aiConnected LLC Operating Agreement (Georgia)     | `[WRITTEN]`       | Full draft produced with placeholder CTO/COO names; covers equity, compensation, IP assignment, vesting, governance, exit provisions |
| 2 | Schedule A — Capital Contributions                | `[WRITTEN]`       | Part of operating agreement                                                                                                          |
| 3 | Schedule B — Ownership Units (10M unit structure) | `[WRITTEN]`       | Bob 53%, CTO 10%, COO 10%, future CEO 12%, reserved pool 15%                                                                         |
| 4 | Schedule C — Vesting Schedule Examples            | `[WRITTEN]`       | 4-year vest, 1-year cliff                                                                                                            |
| 5 | Schedule D — Revenue Share Examples               | `[WRITTEN]`       | Revenue share formula examples at various MRR levels                                                                                 |
| 6 | CTO Joinder Agreement (template)                  | `[NEEDS WRITING]` | Addendum for Jacob Mandt when he accepts                                                                                             |
| 7 | COO Joinder Agreement (template)                  | `[NEEDS WRITING]` | Addendum for Bobbi Garvel when she accepts                                                                                           |

### 1.2 Strategy & Business Planning

| #  | Document                                                         | Status             | Notes                                                                                                                                                              |
| -- | ---------------------------------------------------------------- | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 8  | aiConnected Full Business Plan                                   | `[WRITTEN]`        | Comprehensive plan produced in operating agreement session; covers GTM, projections, market opportunity, team structure, unit economics                            |
| 9  | aiConnected For Agencies — Revenue Map                           | `[WRITTEN]`        | Standalone document; covers \$10K/year license, 30% salesperson commission, sales manager structure, break-even math                                               |
| 10 | aiConnected Vision Document (Partner/Co-founder Pitch)           | `[WRITTEN]`        | Produced in "aiConnected's vision for potential partners" session; covers cognitive OS thesis, product stack, Acquired Intelligence philosophy, robotics long-game |
| 11 | Revenue Projections (Year 1-3)                                   | `[CONVERSATIONAL]` | Detailed in operating agreement and business plan sessions; $50K MRR Month 3, $ 2.1M MRR Month 12, \$27M ARR Year 1 targets                                        |
| 12 | Investor Pitch Deck                                              | `[NEEDS WRITING]`  | Structure discussed in fundraising session; 10-15 slides defined but deck not produced                                                                             |
| 13 | Executive Summary (1-page investor)                              | `[NEEDS WRITING]`  | Referenced in Brain fundraising session                                                                                                                            |
| 14 | Fundraising Strategy Document                                    | `[CONVERSATIONAL]` | Discussed in "Fundraising strategy for Brain by aiConnected" session; seed round mechanics, investor targeting, timing                                             |
| 15 | Competitive Analysis — AI Memory (Mem0, OpenMemory, MemGPT, Zep) | `[CONVERSATIONAL]` | Detailed comparison produced in Mem0 and memory architecture sessions; needs standalone document                                                                   |
| 16 | Competitive Analysis — Voice AI (Vapi, Retell, Bland)            | `[CONVERSATIONAL]` | Discussed in voice infrastructure session                                                                                                                          |
| 17 | Competitive Analysis — Agency Platforms (GoHighLevel)            | `[CONVERSATIONAL]` | Referenced across multiple sessions                                                                                                                                |
| 18 | Series A Readiness Checklist                                     | `[CONVERSATIONAL]` | Referenced in operating agreement session; targets \$10-15M MRR before raise                                                                                       |

***

## SECTION 2: PHILOSOPHY & INTELLECTUAL PROPERTY

### 2.1 Acquired Intelligence Framework

| #  | Document                                        | Status             | Notes                                                                                                                                                    |
| -- | ----------------------------------------------- | ------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 19 | Acquired Intelligence: Reframing AGI Definition | `[WRITTEN]`        | Exists as project file (`Acquired_Intelligence__Reframing_AGI_Definition.md`); covers AGI vs AGI nomenclature shift, anchor quote, specialization thesis |
| 20 | ANI (Acquired Network Intelligence) Definition  | `[CONVERSATIONAL]` | Formally named in memory session; 2-hour sleep cycles, anonymized cross-instance learning; needs standalone spec                                         |
| 21 | Scaling Hypothesis vs. Experience Hypothesis    | `[CONVERSATIONAL]` | Developed during book Chapter 1 expansion; core theoretical argument                                                                                     |

### 2.2 The Book: "Acquired Intelligence"

| #  | Document                                       | Status             | Notes                                                                                                                                                   |
| -- | ---------------------------------------------- | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 22 | Book Outline (51 chapters, 11 parts)           | `[WRITTEN]`        | Exists as project file (`_Acquired_Intelligence__Book_Outline.md`); full structure from Parts I-XI plus Preface and Epilogue                            |
| 23 | Book Cover Design                              | `[WRITTEN]`        | Produced by Bob; robotic hand reaching for apple; confirmed in book outline session                                                                     |
| 24 | Parts I & II Draft (Chapters 1-8)              | `[WRITTEN]`        | Interview-based draft produced in book outline session; rough skeleton format                                                                           |
| 25 | Chapter 1 — Expanded Draft                     | `[WRITTEN]`        | Partial expansion started; process defined (challenges list → fact-check → educational expansion → subsections → 5,000-7,000 words)                     |
| 26 | Chapters 3-51 Full Expansions                  | `[NEEDS WRITING]`  | Only Chapter 1 expansion begun; all remaining chapters need full treatment                                                                              |
| 27 | Chapter 1 — Challenges List                    | `[CONVERSATIONAL]` | Produced in book session; itemized intellectual challenges to address                                                                                   |
| 28 | Chapter 1 — Fact-Check & Educational Expansion | `[CONVERSATIONAL]` | Covers: transformer architecture, RLHF, stochastic parrot debate, scaling hypothesis, emergent abilities, history of the term "artificial intelligence" |

***

## SECTION 3: NEURIGRAPH / aiCONNECTED MEMORY ARCHITECTURE

### 3.1 Core Architecture

| #  | Document                                                 | Status             | Notes                                                                                                                                          |
| -- | -------------------------------------------------------- | ------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------- |
| 29 | Neurigraph Master Architecture Overview                  | `[NEEDS WRITING]`  | Referenced repeatedly as the authoritative document; individual components specified but master doc not consolidated                           |
| 30 | Cognigraph Architecture — Original PRD (Sections 1-13)   | `[CONVERSATIONAL]` | PRD was written section by section in early secure chat session; reached Section 13 before session ended; needs continuation and consolidation |
| 31 | Hyperthyme / Brain Technical Architecture Document (TAD) | `[WRITTEN]`        | 3,564-line document produced in "Brain by aiConnected" session; covers all components, DB schema, APIs, storage, security, deployment          |
| 32 | Hyperthyme Investor Overview                             | `[WRITTEN]`        | `01-investor-overview.md` — non-technical pitch for the memory system                                                                          |
| 33 | Hyperthyme Junior Developer Guide                        | `[WRITTEN]`        | `02-junior-developer-guide.md` — plain-language explanation with analogies                                                                     |
| 34 | Hyperthyme AI Community Technical Overview               | `[WRITTEN]`        | `03-ai-community-technical-overview.md` — deep technical doc for AI practitioners                                                              |
| 35 | Brain by aiConnected — Product Summary (ClickUp)         | `[WRITTEN]`        | Two-paragraph summary produced in "Knowledge by aiConnected overview" session                                                                  |
| 36 | Brain — Master Project Checklist (Recall → Launch)       | `[WRITTEN]`        | `recall-project-master-checklist.md`; 7-phase checklist from foundation to post-launch                                                         |

### 3.2 Architecture Components & Innovations

| #  | Document                                                     | Status             | Notes                                                                                                                                                                                      |
| -- | ------------------------------------------------------------ | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 37 | Recall File Structure Specification                          | `[WRITTEN]`        | Defined in TAD; covers folder structure, summary.md, keywords.txt, transcript.md, artifacts                                                                                                |
| 38 | Knowledge Graph Specification                                | `[WRITTEN]`        | Defined in TAD; Category → Concept → Topic hierarchy, node types, edge relationships                                                                                                       |
| 39 | RAG Database (Per-Node Vector Store) Specification           | `[WRITTEN]`        | Defined in TAD; pgvector implementation, embedding strategy                                                                                                                                |
| 40 | Defining Memories Specification                              | `[WRITTEN]`        | Defined in TAD; always-warm index of decisions, milestones, turning points                                                                                                                 |
| 41 | Hot/Warm/Cold Storage Tiering Specification                  | `[WRITTEN]`        | Defined in TAD; state transitions, compression, warming logic                                                                                                                              |
| 42 | Index Files Specification                                    | `[CONVERSATIONAL]` | Innovation that reduces retrieval costs 90%+ and latency 75-88%; mentioned in cross-platform memory session; needs standalone spec                                                         |
| 43 | Z-Axis (Match Specificity) Architecture Specification        | `[WRITTEN]`        | `brain-z-axis-specification.md`; full specification of retrieval intent awareness (exact match to broad match); BM25 + vector hybrid                                                       |
| 44 | Object Deconstruction Graph (ODG) — Explainer                | `[WRITTEN]`        | Plain-language explanation produced in AI architecture session; covers what it is, how it works, why it matters, 10-layer depth, 4-level graph structure                                   |
| 45 | Object Deconstruction Graph (ODG) — PRD                      | `[NEEDS WRITING]`  | Identified at end of AI architecture session as next session; not yet written                                                                                                              |
| 46 | Amygdala — Extended Function: Dynamic Heat Threshold Control | `[WRITTEN]`        | `Amygdala_Dynamic_Threshold_Function.md`; standalone document produced at end of AI architecture session                                                                                   |
| 47 | Brain Region Registry (All Named Regions)                    | `[CONVERSATIONAL]` | Fully defined in AI architecture session: Cognigraph, ODG, Amygdala, Hippocampus, Prefrontal Cortex, Open Thinking Layer, Closed Thinking Layer, Long Term Memory; needs consolidated spec |
| 48 | Graph Search Model Specification                             | `[CONVERSATIONAL]` | Heat-based traversal (hot/warm/cold weighted edges, 0-1 probability scale), threshold logic; defined in AI architecture session                                                            |
| 49 | Sleep Cycle / ANI Specification                              | `[CONVERSATIONAL]` | 2-hour cycles, anonymized cross-instance learning, ODG activation during sleep; defined across multiple sessions                                                                           |
| 50 | Quantum-Inspired Coherence Layer                             | `[NEEDS WRITING]`  | Referenced in book outline and AI architecture session; 1,000 simultaneous hypothesis processing; no formal specification produced                                                         |
| 51 | Creativity Engine (Brain Region)                             | `[NEEDS WRITING]`  | Mentioned at end of AI architecture session as next region to define; not yet specified                                                                                                    |
| 52 | Coordinator / Priority Resolution Mechanism                  | `[CONVERSATIONAL]` | Pushback raised in AI architecture session; sequential processing model defined but debate ongoing; needs resolution and documentation                                                     |

### 3.3 Cross-Platform & Integration

| #  | Document                                                        | Status             | Notes                                                                                                                                                                                   |
| -- | --------------------------------------------------------------- | ------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 53 | Cross-Platform Memory Transfer Pipeline (ChatGPT → aiConnected) | `[CONVERSATIONAL]` | 6-stage pipeline designed in cross-platform chat export session: Ingest → Parse → Structure → Map (Cognigraph hierarchy) → Deduplicate → Deploy; identified as potential killer feature |
| 54 | MCP Server Implementation Specification                         | `[WRITTEN]`        | Defined in TAD and multiple sessions; tool schema, memory/search/retrieve endpoints                                                                                                     |
| 55 | Mem0 Competitive Analysis & Differentiation                     | `[WRITTEN]`        | Produced in Mem0 session; covers their \$24M raise, 80K developers, AWS integration, and aiConnected differentiation strategy                                                           |
| 56 | OpenMemory Fork-and-Differentiate Analysis                      | `[CONVERSATIONAL]` | Discussed in memory system comparison session; Apache 2.0 fast-path vs. build-from-scratch; conclusion: viable fast path                                                                |
| 57 | aiConnected Memory API Design                                   | `[CONVERSATIONAL]` | Discussed in API infrastructure session; `POST /v1/memory/store`, `POST /v1/memory/search`, `POST /v1/context/synthesize`, `GET /v1/persona/{id}/state`                                 |

***

## SECTION 4: VOICE INFRASTRUCTURE

### 4.1 Layer 1 — Shared Voice Infrastructure Platform

| #  | Document                                          | Status             | Notes                                                                                                                                                             |
| -- | ------------------------------------------------- | ------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 58 | Voice Infrastructure Platform Overview            | `[CONVERSATIONAL]` | Defined in voice infrastructure session; Vapi/Retell competitor; STT → LLM → TTS → Telephony pipeline; LiveKit + Deepgram + ElevenLabs/Chatterbox + Twilio/Telnyx |
| 59 | Voice Infrastructure — Technical Architecture     | `[NEEDS WRITING]`  | Component specs discussed; no standalone TAD produced                                                                                                             |
| 60 | Voice Infrastructure — Realistic Build Assessment | `[CONVERSATIONAL]` | Produced in voice session; recommends building on LiveKit rather than raw WebRTC; 6-week estimate for Voice by aiConnected                                        |

### 4.2 aiConnected Voice (Layer 2)

| #  | Document                                      | Status      | Notes                                                                                                                                          |
| -- | --------------------------------------------- | ----------- | ---------------------------------------------------------------------------------------------------------------------------------------------- |
| 61 | aiConnected Voice — Product Summary (ClickUp) | `[WRITTEN]` | Two-paragraph summary produced referencing Google Drive document; multi-tenant voice AI platform                                               |
| 62 | aiConnected Voice — Product Overview Document | `[WRITTEN]` | Exists in Google Drive (fetched during session); covers GoToConnect → WebRTC bridge → LiveKit → Deepgram → Claude Sonnet → Chatterbox pipeline |
| 63 | aiConnected Voice — PRD                       | `[WRITTEN]` | No formal PRD produced; GoToConnect integration deprioritized; Vapi/Retell competitor model adopted                                            |

### 4.3 aiConnected Dialer (Layer 3)

| #  | Document                                          | Status             | Notes                                                                                                                                                                                                          |
| -- | ------------------------------------------------- | ------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 64 | aiConnected Dialer — Concept Definition           | `[CONVERSATIONAL]` | Fully defined in voice infrastructure session; three phases: AI Power Dialer → Live Handoff → Real-Time Sales Intelligence                                                                                     |
| 65 | aiConnected Dialer — Feature Specification        | `[CONVERSATIONAL]` | Covers pre-call batch enrichment (100-300 leads), 3-layer lead summaries, WebSocket live call streaming, split-screen command center, post-call automation, pricing ( $9.97/user/month + $ 0.05/enriched lead) |
| 66 | aiConnected Dialer — PRD                          | `[WRITTEN]`        | Concept complete; no PRD produced                                                                                                                                                                              |
| 67 | PowerDial.ai — Original ChatGPT Concept Documents | `[WRITTEN]`        | Two uploaded files reviewed in session: `ChatGPT_Export_-_aiConnected___Dial.md` and `Original_ChatGPT_Export_-_aiConnected___Dial.md`                                                                         |

***

## SECTION 5: AICO NNECTED BUSINESS CHAT (kbChat)

| #  | Document                                                | Status      | Notes                                                                                                                                                                                      |
| -- | ------------------------------------------------------- | ----------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 68 | kbChat Platform Specification v1.0                      | `[WRITTEN]` | `kbchat-platform-spec.md`; full PRD covering 7-tier user hierarchy, 3 login routes, B2B2B model, authentication, theming system                                                            |
| 69 | kbChat Database Schema (Supabase / PostgreSQL with RLS) | `[WRITTEN]` | `supabase/schema.sql`; full schema produced in kbChat build session                                                                                                                        |
| 70 | kbChat UI/UX Design Specification                       | `[WRITTEN]` | `UI-UX-DESIGN-SPEC.md`; 29KB document produced in Paper/kbChat session                                                                                                                     |
| 71 | kbChat Developer PRD (Multi-Tenant Version)             | `[WRITTEN]` | Comprehensive PRD produced in main chat.sec-admn.com session; covers architecture, 47-file manifest, all admin tabs, branding system                                                       |
| 72 | kbChat Theming System — 100+ Styling Options            | `[WRITTEN]` | 93 configurable elements, 100+ styling options, light/dark modes, Google Fonts, color picker, custom CSS, 8 premade color themes, section-level control (Sidebar/Header/Chat Window/Input) |
| 73 | kbChat Tasks / Phased Build Checklist                   | `[WRITTEN]` | `Tasks.md`; 11-phase checklist, Phases 1-8 marked complete, Testing/Deployment in progress                                                                                                 |
| 74 | kbChat Claude.md (Developer Context File)               | `[WRITTEN]` | `Claude.md`; 9.5KB developer onboarding doc                                                                                                                                                |
| 75 | kbChat README.md                                        | `[WRITTEN]` | Setup, environment variables, deployment instructions                                                                                                                                      |
| 76 | kbChat .env.example                                     | `[WRITTEN]` | Environment variable template                                                                                                                                                              |
| 77 | kbChat Login Page UI — Three Portals                    | `[WRITTEN]` | `platform-login.jsx`; three-portal login (auth, admin, business); sec-admn.com domain; renaming from agency to "System Admin" documented                                                   |
| 78 | kbChat Industry Analysis (Target Markets)               | `[WRITTEN]` | `kbchat_industry_analysis.md`; produced in secure chat session; breakdown by industry, willingness to pay, ROI framing                                                                     |
| 79 | kbChat — Knowledge Base Generator Integration           | `[WRITTEN]` | 9-step KB generation pipeline defined (crawl → extract → interview → research → review → deploy); embedded in platform spec                                                                |

***

## SECTION 6: AICO NNECTED KNOWLEDGE

| #  | Document                                               | Status             | Notes                                                                                                                                                                                     |
| -- | ------------------------------------------------------ | ------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 80 | aiConnected Knowledge — Product Summary (ClickUp)      | `[WRITTEN]`        | Two-paragraph summary produced in "Knowledge by aiConnected overview" session                                                                                                             |
| 81 | aiConnected Knowledge — Sales Copy                     | `[WRITTEN]`        | Exists as project file (`AI_Knowledge_Base_Generator_Sales_Copy`)                                                                                                                         |
| 82 | Knowledge Base Generator — Pipeline Specification      | `[CONVERSATIONAL]` | 9-step pipeline: web crawl → entity extraction → service research → owner AI interview → concern mapping → conversation starters → system prompt generation; defined in multiple sessions |
| 83 | Knowledge Base Generator — Platform Compatibility List | `[CONVERSATIONAL]` | Vapi, Bland, Retell, Botpress, Voiceflow, OpenAI, Anthropic; webhook routing via Zapier/n8n                                                                                               |
| 84 | Knowledge Base Generator — Pricing Tiers               | `[CONVERSATIONAL]` | $19.99 per KB, $ 149-499/month subscription; BYOK model                                                                                                                                   |

***

## SECTION 7: AICO NNECTED CONTACT

| #  | Document                                               | Status             | Notes                                                                                                                                                                    |
| -- | ------------------------------------------------------ | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 85 | aiConnected Contact — Competitive Positioning Document | `[WRITTEN]`        | Full conversation session "Contact by aiConnected competitive positioning"; covers existing solutions (Drift, Intercom, HubSpot Forms, etc.) and differentiation         |
| 86 | aiConnected Contact — Product Architecture             | `[CONVERSATIONAL]` | Form → AI analysis (under 500ms) → morphing chat interface → real-time lead alert → warm handoff; intent scoring, spam detection, calendar integration, Voice escalation |
| 87 | aiConnected Contact — Privacy Architecture (GDPR/CCPA) | `[CONVERSATIONAL]` | Explicit decision: no Brain/Memory integration for anonymous website visitors; consent boundary documented                                                               |
| 88 | aiConnected Contact — Product Summary (ClickUp)        | `[NEEDS WRITING]`  | Referenced in product summary session but not formally written                                                                                                           |
| 89 | aiConnected Contact — PRD                              | `[NEEDS WRITING]`  | Concept fully defined; no PRD produced                                                                                                                                   |

***

## SECTION 8: PAPER BY AICO NNECTED

| #  | Document                                           | Status      | Notes                                                                                                                                                                                                        |
| -- | -------------------------------------------------- | ----------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 90 | Paper by aiConnected — Developer PRD v2.1          | `[WRITTEN]` | `DEVELOPER-PRD.md`; 158KB; full technical PRD for thought leadership PDF platform; FastAPI/Next.js/WeasyPrint/Celery stack                                                                                   |
| 91 | Paper by aiConnected — UI/UX Design Spec           | `[WRITTEN]` | `UI-UX-DESIGN-SPEC.md`; aiConnected colors and typography applied                                                                                                                                            |
| 92 | Paper by aiConnected — Product Summary (ClickUp)   | `[WRITTEN]` | Two-paragraph summary produced from GitHub repo read                                                                                                                                                         |
| 93 | Paper by aiConnected — Product Summary Document    | `[WRITTEN]` | First product definition document from Oxford Pierpont session                                                                                                                                               |
| 94 | Paper by aiConnected — Content Generation Pipeline | `[WRITTEN]` | 9-step pipeline defined in PRD: topic analysis → keyword research → web research (20-500 sources) → industry analysis → outline → content writing → statistics extraction → chart generation → PDF rendering |
| 95 | Paper by aiConnected — PDF Proof of Concept        | `[WRITTEN]` | Working PDF generated using WeasyPrint in "Oxford Pierpont website research & Paper" session                                                                                                                 |

***

## SECTION 9: LOGICLEGAL BY AICO NNECTED

| #   | Document                                                                               | Status             | Notes                                                                                                                                                                              |
| --- | -------------------------------------------------------------------------------------- | ------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 96  | LogicLegal — Full Concept & Feature Definition                                         | `[WRITTEN]`        | Comprehensive session "LogicLegal - AI legal intake and case analysis tool"; covers all features, architecture, closed knowledge base, pricing                                     |
| 97  | LogicLegal — Product Summary (ClickUp)                                                 | `[WRITTEN]`        | Two-paragraph summary produced in "Knowledge by aiConnected overview" session                                                                                                      |
| 98  | LogicLegal — Platform Architecture (LawLogic closed layer)                             | `[CONVERSATIONAL]` | Two-layer architecture: LawLogic (closed/air-gapped for legal Q\&A) + Administrative Layer (internet-connected); compliance rationale documented                                   |
| 99  | LogicLegal — Client Touchpoints Specification                                          | `[CONVERSATIONAL]` | Three entry points: Perplexity-style research chat, corner chatbot, AI phone number                                                                                                |
| 100 | LogicLegal — Voice Assistant Specification                                             | `[CONVERSATIONAL]` | Attorney call-in briefings; "Brief me on the Martinez case"; case prep before hearings                                                                                             |
| 101 | LogicLegal — Pricing Tiers                                                             | `[CONVERSATIONAL]` | Growth $497/month (5 topic templates, state laws), Professional $ 2,500/month (15 topics), Complete \$5,000/month (20 topics); closed knowledge base included at all tiers         |
| 102 | LogicLegal — Competitive Analysis (LegalClerk.ai, Gideon, Smith.ai, Clio, GoHighLevel) | `[CONVERSATIONAL]` | Produced in initial LogicLegal session; distinguishes Clio (case management) from GoHighLevel (marketing/CRM)                                                                      |
| 103 | LogicLegal — GoHighLevel vs. Clio Integration Strategy                                 | `[CONVERSATIONAL]` | GoHighLevel as operational backbone, Clio as optional integration for case management                                                                                              |
| 104 | LogicLegal Version 1 Scope Document                                                    | `[CONVERSATIONAL]` | Phased feature list: Version 1 (research chat, corner chatbot, phone, basic dashboard, marketing engine), deferred to Version 2 (case briefings, smart dashboard, voice assistant) |
| 105 | LogicLegal — PRD                                                                       | `[NEEDS WRITING]`  | Full feature set defined; PRD was the stated next step at end of session                                                                                                           |

***

## SECTION 10: AICO NNECTED BUSINESS (AGENCY PLATFORM)

| #   | Document                                                         | Status             | Notes                                                                                                                                                        |
| --- | ---------------------------------------------------------------- | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 106 | aiConnected Business — Marketing Copy ("Connective Tissue")      | `[WRITTEN]`        | Produced in "AI orchestration for enterprise workflows" session; reviewed and flagged as generic (doesn't surface Cognigraph differentiators)                |
| 107 | aiConnected Business — Product Stack Summary                     | `[WRITTEN]`        | "aiConnected's vision for potential partners" session; 5-product integrated platform description                                                             |
| 108 | aiConnected Reputation Management — Concept Document             | `[WRITTEN]`        | `aiConnected_Reputation_Management_Concept.md`; features, compliance architecture, Yelp exclusion rationale, pricing decision, strategic value to Cognigraph |
| 109 | aiConnected Reputation Management — Features & Capabilities List | `[WRITTEN]`        | Detailed feature list produced in follow-up in same session: review generation, negative feedback recovery, monitoring, response, analytics                  |
| 110 | aiConnected Business — Sales Cold Outreach Strategy              | `[CONVERSATIONAL]` | Discussed in secure chat session; cold calling, emailing demo links, YouTube demos, community engagement; YouTube recommended as primary                     |
| 111 | aiConnected Business — Agency Break-Even Analysis                | `[CONVERSATIONAL]` | Break-even at \~100 agencies; strong profitability at 300+; detailed in operating agreement business plan                                                    |
| 112 | aiConnected Business — Sales Team Scaling Plan                   | `[CONVERSATIONAL]` | Start 10 reps, promote from within, avoid upfront management overhead; 1099 contractor model; 30% commission                                                 |

***

## SECTION 11: FUNNELCHAT

| #   | Document                                     | Status             | Notes                                                                                                                                                    |
| --- | -------------------------------------------- | ------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 113 | funnelChat — Project Requirements Document   | `[WRITTEN]`        | `Project-Requirements-Document.md`; \~35,000 words; comprehensive PRD for AI debt collection / accounts receivable platform; FDCPA, TCPA, CFPB compliant |
| 114 | funnelChat — Original ChatGPT Concept Export | `[WRITTEN]`        | Uploaded file `funnelChat_by_aiConnected.md`; 100 disruptive AI chatbot ideas + Stripe configuration                                                     |
| 115 | funnelChat — Competitive & Regulatory Review | `[CONVERSATIONAL]` | Produced in PRD session; regulatory concerns flagged (FDCPA, TCPA, asset-aware outreach ethics)                                                          |

***

## SECTION 12: [FLIPABATHROOM.COM](http://FLIPABATHROOM.COM) (IGNORE)

| #   | Document                                                     | Status             | Notes                                                                                                                                 |
| --- | ------------------------------------------------------------ | ------------------ | ------------------------------------------------------------------------------------------------------------------------------------- |
| 116 | FlipABathroom.com — Business Proposal                        | `[WRITTEN]`        | Uploaded file reviewed in service provider directory session; lead gen platform for bathroom remodeling contractors                   |
| 117 | FlipABathroom.com — Directory Build Plan (High Level)        | `[WRITTEN]`        | Phase 1-5 plan: foundation setup, data collection, quality, enrichment, deployment                                                    |
| 118 | FlipABathroom.com — 1,200 City Dataset                       | `[WRITTEN]`        | Complete CSV; 100 cities × 12 SE states; Census ACS 2023 5-Year Estimates; 100% spot-check verified                                   |
| 119 | FlipABathroom.com — Census Data Verification Report          | `[WRITTEN]`        | Comprehensive audit produced in directory session; methodology, source citations, quality certification                               |
| 120 | FlipABathroom.com — Revenue Model                            | `[CONVERSATIONAL]` | $100/lead, $ 125/bid (up to 10 bids per job = $1,250), $ 49.97/month contractor membership; \$576K/year conservative from leads alone |
| 121 | FlipABathroom.com — Google Places API Data Collection Script | `[WRITTEN]`        | Python script produced in session; collects 10 contractors per city across 1,200 cities                                               |

***

## SECTION 13: AI SERVICES BUSINESS DIRECTORY

| #   | Document                                                   | Status      | Notes                                                                                                                                                            |
| --- | ---------------------------------------------------------- | ----------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 122 | AI Services Business Directory — PRD                       | `[WRITTEN]` | `ai-directory-prd.md`; uploaded file reviewed in session; 50,000 businesses, 50 states × 100 cities × 10 businesses, n8n orchestration, Apollo.io primary source |
| 123 | AI Services Business Directory — n8n Workflow Architecture | `[WRITTEN]` | 4 workflows: orchestrator, worker, validation, update; documented in PRD                                                                                         |
| 124 | AI Services Business Directory — Database Schema           | `[WRITTEN]` | 4 tables: states, cities, businesses, update\_log; defined in PRD                                                                                                |
| 125 | AI Services Business Directory — Cost Estimate             | `[WRITTEN]` | \~ $1,432 first year, $ 468/year maintenance; Apollo.io as primary data source                                                                                   |

***

## SECTION 14: GLOBAL AI MARKETPLACE

| #   | Document                                            | Status             | Notes                                                                                                                                                                                  |
| --- | --------------------------------------------------- | ------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 126 | Global AI Marketplace — Feasibility Research Report | `[WRITTEN]`        | Comprehensive research produced in "Global AI marketplace for developers" session; technical feasibility, market demand, competitive landscape, regulatory issues, monetization models |
| 127 | Global AI Marketplace — Investment Range            | `[CONVERSATIONAL]` | \$25-55M investment range assessed; 2025-2026 launch window identified as viable                                                                                                       |

***

## SECTION 15: [AUTHAPI.NET](http://AUTHAPI.NET) (IGNORE)

| #   | Document                                                 | Status             | Notes                                                                                                       |
| --- | -------------------------------------------------------- | ------------------ | ----------------------------------------------------------------------------------------------------------- |
| 128 | authAPI.net — Developer Contact Form HTML Email Template | `[WRITTEN]`        | `authapi-contact-email.html`; dark-mode professional email template produced for JetFormBuilder integration |
| 129 | authAPI.net — Platform Concept                           | `[CONVERSATIONAL]` | Developer-facing API service; named in product suite; full spec not produced                                |

***

## SECTION 16: ROBOTICS & LONG-TERM VISION (IGNORE)

| #   | Document                                                                | Status             | Notes                                                                                                                                                                                   |
| --- | ----------------------------------------------------------------------- | ------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 130 | Robotics Cognitive OS — Strategic Vision                                | `[CONVERSATIONAL]` | Detailed in operating agreement session and vision document; aiConnected as cognitive layer for humanoid robotics; Tesla Optimus scenario ( $100/robot/month × 1M robots = $ 1.2B/year) |
| 131 | Robotics Product Stack Architecture                                     | `[CONVERSATIONAL]` | Defined in API infrastructure session: Brain + Knowledge + Voice + Chat + Persona + Vision (future) + Motor Control (future)                                                            |
| 132 | Vision Module — Concept                                                 | `[CONVERSATIONAL]` | Future brain region for robotics visual processing; named but not specified                                                                                                             |
| 133 | Motor Control Module — Concept                                          | `[CONVERSATIONAL]` | Future brain region for physical action; named but not specified                                                                                                                        |
| 134 | Acquisition Scenario Analysis (Tesla, Apple, Google, Amazon, Microsoft) | `[CONVERSATIONAL]` | Produced in operating agreement session; \$50-150B acquisition scenarios; 2030+ timeframe                                                                                               |

***

## SECTION 17: DESIGN & BRAND ASSETS

| #   | Document                       | Status      | Notes                                                                                                                                                     |
| --- | ------------------------------ | ----------- | --------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 135 | aiConnected Style Guide        | `[WRITTEN]` | Exists as project file (`aiConnectedStyleGuide.pdf`)                                                                                                      |
| 136 | aiConnected Logo Suite         | `[WRITTEN]` | 11 logo variants in project files: horizontal dark/light, vertical dark/light, text-only dark/light/gray, powered-by dark/light, profile picture, favicon |
| 137 | aiConnected Favicon            | `[WRITTEN]` | `favicon_ico.png` in project files                                                                                                                        |
| 138 | GoToConnect Postman Collection | `[WRITTEN]` | `GoToConnect_postman_collection.json` in project files; from GoToConnect integration work (now deprioritized)                                             |

***

## SECTION 18: DOCUMENTS DISCUSSED BUT NOT YET FORMALLY SCOPED

| #   | Document                                                      | Status             | Notes                                                                               |                               |
| --- | ------------------------------------------------------------- | ------------------ | ----------------------------------------------------------------------------------- | ----------------------------- |
| 139 | aiConnected OS — Cognitive Operating System Specification     | `[NEEDS WRITING]`  | Long-term vision document; the OS layer that all products feed into                 |                               |
| 140 | Persona Layer Specification                                   | `[NEEDS WRITING]`  | Referenced in robotics stack; defines consistent AI identity, personality, behavior |                               |
| 141 | aiConnected API Platform — Full Specification                 | `[NEEDS WRITING]`  | Dual-layer model (platform + API); discussed in API infrastructure session          |                               |
| 142 | aiConnected Dialer — Pre-Call Enrichment Engine Specification | `[NEEDS WRITING]`  | 3-layer lead summary system defined in concept; needs formal spec                   |                               |
| 143 | Privacy Policy (Platform-Wide)                                | `[NEEDS WRITING]`  | Referenced in Brain checklist; GDPR/CCPA compliant                                  |                               |
| 144 | Terms of Service (Platform-Wide)                              | `[NEEDS WRITING]`  | Referenced in Brain checklist                                                       |                               |
| 145 | Data Processing Agreement (DPA)                               | `[NEEDS WRITING]`  | Referenced in Brain checklist; for enterprise customers                             |                               |
| 146 | Security Whitepaper                                           | `[WRITTEN]`        |                                                                                     | Referenced in Brain checklist |
| 147 | aiConnected Knowledge — Full PRD                              | `[NEEDS WRITING]`  | Product fully operational but no standalone PRD                                     |                               |
| 148 | funnelChat — Secure Chat Build (kbChat for Debt Collection)   | `[CONVERSATIONAL]` | Referenced in early secure chat session; may be a vertical deployment of kbChat     |                               |

***

## SECTION 19: FORMALLY PRODUCED STANDALONE FILES (REFERENCE LIST)

This is a consolidated list of every file that was formally written and presented as a download during project sessions, regardless of section. Engineers should locate these in session outputs.

| File                                                        | Session Origin                     |
| ----------------------------------------------------------- | ---------------------------------- |
| `aiConnected_Operating_Agreement_GA_LLC.md`                 | Operating agreement session        |
| `aiConnected_For_Agencies_Revenue_Map.md`                   | Reputation management session      |
| `aiConnected_Reputation_Management_Concept.md`              | Reputation management session      |
| `brain-z-axis-specification.md`                             | Three-dimensional memory session   |
| `Amygdala_Dynamic_Threshold_Function.md`                    | AI architecture session            |
| `kbchat-platform-spec.md`                                   | kbChat original spec session       |
| `hyperthyme-technical-architecture-document.md`             | Brain by aiConnected session       |
| `01-investor-overview.md` (Hyperthyme)                      | Brain by aiConnected session       |
| `02-junior-developer-guide.md` (Hyperthyme)                 | Brain by aiConnected session       |
| `03-ai-community-technical-overview.md` (Hyperthyme)        | Brain by aiConnected session       |
| `recall-project-master-checklist.md`                        | Brain by aiConnected session       |
| `Project-Requirements-Document.md` (funnelChat)             | funnelChat PRD session             |
| `DEVELOPER-PRD.md` (Paper by aiConnected)                   | Oxford Pierpont / Paper session    |
| `UI-UX-DESIGN-SPEC.md` (Paper by aiConnected)               | Oxford Pierpont / Paper session    |
| `authapi-contact-email.html`                                | authAPI.net HTML email session     |
| `kbchat_industry_analysis.md`                               | Secure chat build session          |
| `Acquired_Intelligence_Draft_Parts_I_II.md`                 | Book outline session               |
| `FlipABathroom_census_dataset.csv` (1,200 cities)           | Service provider directory session |
| `aiConnected_business_plan.md` (within operating agreement) | Operating agreement session        |

***

## REPOSITORY STRUCTURE (Mintlify / Fumadocs Format)

The following is how all documentation should be organized in the live developer documentation repository.

```text theme={null}
aiConnected Documentation
│
├── 00-getting-started/
│   ├── overview.md                          (company vision, product map)
│   ├── acquired-intelligence-philosophy.md  (AGI → AGI reframe, anchor quote)
│   ├── product-lineup.md                    (all products, one-line descriptions)
│   └── tech-stack.md                        (infrastructure, tools, platforms)
│
├── 01-company/
│   ├── legal/
│   │   ├── operating-agreement.md
│   │   ├── equity-schedule.md
│   │   └── ip-assignment.md
│   ├── strategy/
│   │   ├── business-plan.md
│   │   ├── revenue-map.md
│   │   ├── investor-pitch-deck.md           [NEEDS WRITING]
│   │   ├── executive-summary.md             [NEEDS WRITING]
│   │   └── fundraising-strategy.md
│   └── vision/
│       ├── partner-co-founder-pitch.md
│       ├── robotics-long-game.md
│       └── cognitive-os-vision.md           [NEEDS WRITING]
│
├── 02-philosophy/
│   ├── acquired-intelligence/
│   │   ├── reframing-agi-definition.md
│   │   ├── ani-acquired-network-intelligence.md   [NEEDS WRITING]
│   │   └── scaling-vs-experience-hypothesis.md
│   └── book/
│       ├── outline-51-chapters.md
│       ├── parts-i-ii-draft.md
│       ├── chapter-01-expanded.md           (partial)
│       └── chapters-03-51/                  [NEEDS WRITING - all remaining]
│
├── 03-architecture/
│   ├── neurigraph-overview/
│   │   ├── master-architecture.md           [NEEDS WRITING - consolidation]
│   │   ├── brain-region-registry.md         [NEEDS WRITING]
│   │   └── design-principles.md
│   ├── cognigraph/
│   │   ├── core-architecture.md             (Category → Concept → Topic)
│   │   ├── open-thinking-layer.md
│   │   ├── closed-thinking-layer.md
│   │   ├── sleep-cycle-ani.md
│   │   └── graph-search-model.md
│   ├── brain-regions/
│   │   ├── amygdala.md                      (primary + extended heat threshold function)
│   │   ├── hippocampus.md
│   │   ├── prefrontal-cortex.md
│   │   ├── long-term-memory.md
│   │   ├── object-deconstruction-graph.md   (explainer + PRD [NEEDS WRITING])
│   │   ├── creativity-engine.md             [NEEDS WRITING]
│   │   └── quantum-coherence-layer.md       [NEEDS WRITING]
│   ├── retrieval/
│   │   ├── hot-warm-cold-tiering.md
│   │   ├── z-axis-match-specificity.md
│   │   ├── index-files-specification.md     [NEEDS WRITING]
│   │   └── search-cascade.md               (Knowledge Graph → Keywords → RAG → Transcript)
│   ├── storage/
│   │   ├── recall-file-structure.md
│   │   ├── defining-memories.md
│   │   └── storage-estimates.md
│   └── integration/
│       ├── mcp-server-implementation.md
│       ├── cross-platform-transfer-pipeline.md
│       └── api-design.md
│
├── 04-products/
│   ├── aiconnected-memory/
│   │   ├── product-summary.md
│   │   ├── technical-architecture-document.md
│   │   ├── investor-overview.md
│   │   ├── developer-guide.md
│   │   ├── ai-community-overview.md
│   │   ├── competitive-analysis.md          (Mem0, OpenMemory, MemGPT, Zep)
│   │   ├── prd.md                           [NEEDS WRITING - full PRD]
│   │   └── launch-checklist.md
│   ├── aiconnected-business-chat/
│   │   ├── product-summary.md
│   │   ├── platform-specification.md
│   │   ├── database-schema.md
│   │   ├── theming-system.md
│   │   ├── user-hierarchy.md
│   │   ├── knowledge-base-pipeline.md
│   │   ├── developer-prd.md
│   │   ├── ui-ux-design-spec.md
│   │   ├── industry-analysis.md
│   │   └── build-tasks.md
│   ├── aiconnected-knowledge/
│   │   ├── product-summary.md
│   │   ├── sales-copy.md
│   │   ├── pipeline-specification.md
│   │   └── prd.md                           [NEEDS WRITING]
│   ├── aiconnected-voice/
│   │   ├── product-summary.md
│   │   ├── product-overview.md
│   │   ├── infrastructure-layer.md
│   │   └── prd.md                           [NEEDS WRITING]
│   ├── aiconnected-dialer/
│   │   ├── concept-definition.md
│   │   ├── feature-specification.md
│   │   ├── enrichment-engine.md             [NEEDS WRITING]
│   │   └── prd.md                           [NEEDS WRITING]
│   ├── aiconnected-contact/
│   │   ├── competitive-positioning.md
│   │   ├── product-architecture.md
│   │   ├── privacy-architecture.md
│   │   └── prd.md                           [NEEDS WRITING]
│   ├── aiconnected-business/
│   │   ├── product-summary.md
│   │   ├── marketing-copy.md
│   │   ├── reputation-management-concept.md
│   │   ├── reputation-management-features.md
│   │   ├── revenue-map.md
│   │   └── sales-strategy.md
│   └── paper-by-aiconnected/
│       ├── product-summary.md
│       ├── developer-prd.md
│       ├── ui-ux-design-spec.md
│       └── content-generation-pipeline.md
│
├── 05-verticals/
│   ├── logiclegal/
│   │   ├── product-summary.md
│   │   ├── concept-and-features.md
│   │   ├── lawlogic-closed-layer.md
│   │   ├── client-touchpoints.md
│   │   ├── voice-assistant.md
│   │   ├── pricing-tiers.md
│   │   ├── competitive-analysis.md
│   │   └── prd.md                           [NEEDS WRITING]
│   └── funnelchat/
│       ├── original-concept.md
│       ├── project-requirements-document.md
│       └── regulatory-review.md
│
├── 06-infrastructure/
│   ├── voice-infrastructure/
│   │   ├── overview.md
│   │   ├── technical-architecture.md        [NEEDS WRITING]
│   │   └── build-assessment.md
│   └── authapi/
│       ├── platform-concept.md
│       └── contact-email-template.html
│
├── 07-lead-gen-and-directories/
│   ├── flipabathroom/
│   │   ├── business-proposal.md
│   │   ├── directory-build-plan.md
│   │   ├── census-dataset.md               (methodology + verification report)
│   │   ├── revenue-model.md
│   │   └── google-places-collection-script.md
│   ├── ai-services-directory/
│   │   ├── prd.md
│   │   ├── n8n-workflow-architecture.md
│   │   └── database-schema.md
│   └── global-ai-marketplace/
│       ├── feasibility-research.md
│       └── investment-analysis.md
│
├── 08-robotics-vision/
│   ├── cognitive-os-architecture.md         [NEEDS WRITING]
│   ├── product-stack-for-robotics.md
│   ├── acquisition-scenario-analysis.md
│   ├── vision-module-concept.md             [NEEDS WRITING]
│   └── motor-control-module-concept.md      [NEEDS WRITING]
│
├── 09-legal-and-compliance/
│   ├── privacy-policy.md                    [NEEDS WRITING]
│   ├── terms-of-service.md                  [NEEDS WRITING]
│   ├── data-processing-agreement.md         [NEEDS WRITING]
│   ├── security-whitepaper.md               [NEEDS WRITING]
│   └── review-compliance-architecture.md    (Yelp exclusion, Google policy)
│
└── 10-brand-and-design/
    ├── style-guide.md                       (references PDF)
    ├── logo-usage.md
    └── email-templates/
        └── authapi-contact-form.html
```

***

## DOCUMENT COUNT SUMMARY

| Category                         | Written | Conversational | Needs Writing | Total   |
| -------------------------------- | ------- | -------------- | ------------- | ------- |
| Company & Corporate              | 9       | 9              | 7             | 25      |
| Philosophy & IP (incl. Book)     | 5       | 3              | 26            | 34      |
| Neurigraph / Memory Architecture | 20      | 14             | 7             | 41      |
| Voice Infrastructure             | 3       | 5              | 3             | 11      |
| aiConnected Business Chat        | 12      | 1              | 0             | 13      |
| aiConnected Knowledge            | 2       | 3              | 1             | 6       |
| aiConnected Contact              | 1       | 3              | 2             | 6       |
| Paper by aiConnected             | 5       | 0              | 0             | 5       |
| LogicLegal                       | 2       | 5              | 1             | 8       |
| aiConnected Business (Agency)    | 3       | 4              | 0             | 7       |
| funnelChat                       | 2       | 1              | 0             | 3       |
| FlipABathroom                    | 4       | 1              | 0             | 5       |
| AI Services Directory            | 3       | 0              | 0             | 3       |
| Global AI Marketplace            | 1       | 1              | 0             | 2       |
| authAPI.net                      | 1       | 1              | 1             | 3       |
| Robotics Vision                  | 0       | 3              | 3             | 6       |
| Legal & Compliance               | 0       | 0              | 4             | 4       |
| Design & Brand Assets            | 12      | 0              | 0             | 12      |
| **TOTALS**                       | **85**  | **54**         | **55**        | **194** |

***

## PRIORITY WRITING QUEUE

The following documents are highest priority for the engineering handoff because they are either blockers for development or represent significant unprotected IP.

**Tier 1 — Critical (Write First):**

1. Neurigraph Master Architecture Overview (consolidates all brain region specs)
2. Brain Region Registry (canonical list of all regions and their functions)
3. Object Deconstruction Graph (ODG) — PRD
4. Quantum-Inspired Coherence Layer — Specification
5. aiConnected Memory — Full PRD
6. Voice Infrastructure — Technical Architecture Document
7. aiConnected Voice — PRD
8. aiConnected Dialer — PRD
9. LogicLegal — PRD
10. aiConnected Contact — PRD

**Tier 2 — High Value:** 11. Index Files Specification 12. Cross-Platform Memory Transfer Pipeline (standalone) 13. ANI (Acquired Network Intelligence) Specification 14. Creativity Engine Brain Region 15. Coordinator / Priority Resolution Mechanism 16. aiConnected Knowledge — Full PRD 17. Cognitive OS Architecture (robotics layer) 18. Privacy Policy, Terms of Service, DPA

**Tier 3 — Book & Philosophy:** 19. Chapters 3-51 (remaining book content) 20. Scaling Hypothesis vs. Experience Hypothesis (standalone)

```text theme={null}
```
