# aiConnected > Documentation, API references, planning docs, and knowledge base for aiConnected. ## Documentation - [Neurigraph Seed Personalities: From Theory to Implementation](https://secure-docs.aiconnected.ai/docs/Claude%20Chat%20Export%20-%20AutobiographyBased%20Seed%20Personalities%20For%20Neurigraph%20-%20Incomplete): Complete conversation on instantiating Myers-Briggs personality types through false memory seeding and autobiographical literary references - [Context Window Architecture: Rotating & Infinite](https://secure-docs.aiconnected.ai/docs/context-window-architecture-rotating-and-infinite) - [Fundamentals of business philosophy (Draft)](https://secure-docs.aiconnected.ai/docs/fundamentals) - [Welcome to aiConnected Docs](https://secure-docs.aiconnected.ai/docs): The official home for aiConnected platform documentation, PRDs, API references, and developer resources. - [Infinite Context Window](https://secure-docs.aiconnected.ai/docs/infinite-context-window) - [Infinite Spatial Data Rotation](https://secure-docs.aiconnected.ai/docs/infinite-spatial-data-rotation) - [Introduction](https://secure-docs.aiconnected.ai/docs/introduction): Start here for the main aiConnected documentation experience. - [Luna Bella](https://secure-docs.aiconnected.ai/docs/luna-bella) - [Rotating Context Window](https://secure-docs.aiconnected.ai/docs/rotating-context-window) - [The Four-Dimensional Computing System](https://secure-docs.aiconnected.ai/docs/the-four-dimensional-computing-system) - [The Stateless User Interface](https://secure-docs.aiconnected.ai/docs/the-stateless-user-interface) - [User Onboarding Flow](https://secure-docs.aiconnected.ai/docs/user-onboarding-flow) - [Enterprise Potential of App](https://secure-docs.aiconnected.ai/docs/aiConnectedOS/16.-aiConnected-OS-Enterprise-Potential-of-App): Prompt: Does this app have Enterprise potential? If so, please explain. Response: Yes — this app absolutely has Enterprise potential , if it is positioned an... - [AiConnectedOS](https://secure-docs.aiconnected.ai/docs/aiConnectedOS): Documents in AiConnectedOS. - [Business Plan Outline](https://secure-docs.aiconnected.ai/docs/business-planning/business-plan-outline): The master outline for the aiConnected Software Ecosystem business plan — section by section, with supporting document dependencies, writing sequence, and completion tracking. - [Business Planning](https://secure-docs.aiconnected.ai/docs/business-planning): Documents in Business Planning. - [Business Planning](https://secure-docs.aiconnected.ai/docs/business-planning/introduction): The master planning hub for the aiConnected corporate business plan — research requirements, document registry, and planning resources organized by category. - [Research & Document Requirements](https://secure-docs.aiconnected.ai/docs/business-planning/research-and-document-requirements): The complete master list of every research study, document, analysis, and data source required to write a comprehensive, investor-ready business plan for the aiConnected Software Ecosystem. - [Writing Sequence](https://secure-docs.aiconnected.ai/docs/business-planning/writing-sequence): The exact order in which every supporting document is written before the business plan — organized into phases by dependency, logical flow, and investor priority. - [API Reference](https://secure-docs.aiconnected.ai/docs/api-reference): Documents in API Reference. - [Introduction](https://secure-docs.aiconnected.ai/docs/api-reference/introduction): Build the aiConnected platform against the documented shell, OS, and module contracts in this repository. - [Quickstart](https://secure-docs.aiconnected.ai/docs/quickstart): Documents in Quickstart. - [Quickstart](https://secure-docs.aiconnected.ai/docs/quickstart/overview): Get your aiConnected instance up and running in minutes. - [Welcome to aiConnected Docs](https://secure-docs.aiconnected.ai/docs/knowledge-base): The official home for aiConnected platform documentation, PRDs, API references, and developer resources. - [Knowledge Base](https://secure-docs.aiconnected.ai/docs/knowledge-base/introduction): Internal planning documents, feature specs, research, and architecture references for the aiConnected platform. - [Quickstart](https://secure-docs.aiconnected.ai/docs/knowledge-base/quickstart): Start building awesome documentation in minutes - [Sample User.md Configuration](https://secure-docs.aiconnected.ai/docs/knowledge-base/sample-user-md-configuration) - [Webhooks](https://secure-docs.aiconnected.ai/docs/webhooks): Documents in Webhooks. - [Introduction](https://secure-docs.aiconnected.ai/docs/webhooks/introduction): Receive real-time event notifications from your aiConnected instance. - [Learn](https://secure-docs.aiconnected.ai/docs/learn): Documents in Learn. - [GoHighLevel Deep Dive](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-01-gohighlevel-deep-dive): Full competitive profile of GoHighLevel: revenue ($82.7M ARR), pricing ($297–$497/month), agency count, feature set, developer ecosystem limitations, and structural weaknesses. The most important competitive document. - [ChatGPT Enterprise Competitive Profile](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-02-chatgpt-enterprise-profile): Why persistent, modular, persona-based architecture is categorically different from session-based enterprise AI. Feature-for-feature comparison with emphasis on memory, persona governance, and workflow integration. - [Mem0 & OpenMemory Competitive Analysis](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-03-mem0-openMemory-analysis): Mem0: $24M raised, AWS integration, developer-focused positioning. OpenMemory: Apache 2.0, open architecture. How Neurigraph differs from and supersedes both. Why 'fork-and-differentiate' is still relevant context. - [Vapi / Retell / LiveKit Competitive Profile](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-04-vapi-retell-profile): Voice infrastructure landscape. Why aiConnected is building its own Layer 1 voice infrastructure and what that enables that Vapi/Retell cannot. Pricing and capability comparison. - [Manus & Agentic Platform Analysis](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-05-manus-agentic-analysis): How persona-based architecture differs from general agentic task execution. Why 'personalities, not agents' is a category distinction, not a feature description. - [Robotics AI Competitive Landscape](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-06-robotics-ai-landscape): Who is currently attempting to build universal cognitive standards for robotics? Boston Dynamics AI Institute, Physical Intelligence (Pi), 1X Technologies. What each is doing and why aiConnected's approach is differentiated. - [Full Competitive Matrix](https://secure-docs.aiconnected.ai/docs/business-planning/competitive/bp-comp-07-competitive-matrix): Single-page visual matrix comparing aiConnected across 12–15 capability dimensions against GoHighLevel, Mem0, ChatGPT Enterprise, Vapi, Manus, and HubSpot. The authoritative competitive reference. Included as Appendix D. - [Competitive](https://secure-docs.aiconnected.ai/docs/business-planning/competitive): Documents in Competitive. - [Revenue Model — Business Platform](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-01-revenue-model-business-platform): Detailed revenue model for the agency platform: number of agencies × average client count × average module price × 10% platform tax. Month-by-month for Year 1, annually for Years 2–5. Includes floor pricing assumptions and CS package adoption. - [Revenue Model — aiConnectedOS](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-02-revenue-model-aiconnectedos): Subscription tier distribution assumptions (Free / Core / Pro / Enterprise), monthly churn rate, expansion revenue from tier upgrades, enterprise contract modeling, and Mods marketplace revenue contribution. - [Revenue Model — Neurigraph Licensing](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-03-revenue-model-neurigraph-licensing): Partner licensing deal structure and projected deal count by licensing sector (gaming, healthcare, education, enterprise, defense, robotics). Revenue contribution timeline — smaller near-term but significant long-term stream. - [API Resale Revenue Model](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-04-api-resale-revenue-model): Projected AI inference volume × 10% markup via OpenRouter. Accounts for BYOK option capturing share of high-volume customers. Includes model mix assumptions across Anthropic, OpenAI, Google, and Mistral. - [Customer Success Revenue Model](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-05-customer-success-revenue): Three-tier CS package adoption rates ($600–$800 Starter, $1,500–$1,700 Part-Time, $3,000–$3,500 Full-Time), average contract duration, and contribution margin. White-label positioning dynamics. - [Developer Ecosystem Revenue Model](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-06-developer-ecosystem-revenue): Mods marketplace 20% revenue share model. Developer count projections, average module revenue, marketplace GMV, and aiConnected's net take. Includes timing assumptions for ecosystem launch. - [Use of Funds Breakdown](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-07-use-of-funds): Line-item budget for the $2.5–$3.5M seed round. Every dollar mapped to a specific hire, infrastructure investment, or operational need. Must align with the team hiring plan from BP-OPS-02. - [Neurigraph Licensing Revenue Model](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-08-neurigraph-licensing-revenue): Specifically models the partner licensing business: deal structure options (integration, API access, SDK white-label, full source), projected partner count by sector and year, and revenue contribution timeline. - [Pricing Architecture Document](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-09-pricing-architecture): Written first in the financial phase. Documents every price point across the entire ecosystem: module floor prices, agency markup guidelines, OS tier pricing, CS package pricing, Neurigraph licensing tiers, and the developer marketplace revenue share. All revenue models derive from this document. - [Consolidated 5-Year Revenue Projections](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-10-consolidated-5year-projections): Integrates all six revenue models (BP-FIN-01 through BP-FIN-06) into a single consolidated view. The authoritative revenue number referenced throughout the business plan. Includes base, conservative, and aggressive scenarios. - [Unit Economics Model](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-11-unit-economics): Agency customer: CAC, LTV, LTV:CAC ratio, payback period, expansion revenue assumption. aiConnectedOS user: same metrics for consumer/prosumer tier. The most investor-scrutinized document in the plan. - [Break-Even Analysis](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-12-break-even-analysis): Confirms the ~100-agency break-even milestone with supporting calculations. Shows the path to strong profitability at 300+ agencies. Includes sensitivity to key assumptions. - [Consolidated P&L Model (Years 1–5)](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-13-consolidated-pl-model): Fully integrated profit and loss statement across all revenue streams and cost categories. Shows the path from pre-revenue to profitability. Presented annually for Years 1–5. - [Monthly Cash Flow Model — Year 1](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-14-monthly-cashflow-year1): Month-by-month cash flow showing burn rate, runway, and break-even timing for the first 12 months post-funding. Required for seed round conversations. - [Pro Forma Balance Sheet](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-15-proforma-balance-sheet): Projected balance sheet at Years 1, 3, and 5. Assets, liabilities, and equity positions. Demonstrates financial discipline and long-term viability. - [Operating Cost Model](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-16-operating-cost-model): All recurring platform costs at scale: DigitalOcean, Supabase, LiveKit, OpenRouter, Stripe fees, n8n self-hosting, and all other infrastructure. Includes cost scaling assumptions as user volume grows. - [Sensitivity & Scenario Analysis](https://secure-docs.aiconnected.ai/docs/business-planning/financial/bp-fin-17-sensitivity-scenario-analysis): How projections change under different assumptions: 50% slower agency acquisition, double churn rate, delayed Voice launch, and reduced Neurigraph licensing uptake. Demonstrates analytical rigor and honest risk awareness. - [Financial](https://secure-docs.aiconnected.ai/docs/business-planning/financial): Documents in Financial. - [Founder Biography & Background](https://secure-docs.aiconnected.ai/docs/business-planning/founding/bp-found-01-founder-biography): A 1–2 page narrative biography of Bob Hunter. Explains how a non-technical solo founder built one of the most architecturally sophisticated AI platform concepts in the current market — and why that background is a strength, not a liability. - [Company Origin & Mission Statement](https://secure-docs.aiconnected.ai/docs/business-planning/founding/bp-found-02-company-origin-mission): Establishes when the company was founded, why it exists, and what it is ultimately trying to accomplish. Includes finalized mission statement, vision statement, and core operating principles. - [Acquired Intelligence Philosophy Document](https://secure-docs.aiconnected.ai/docs/business-planning/founding/bp-found-03-acquired-intelligence-philosophy): A 3–5 page essay articulating why 'Acquired Intelligence' is a more accurate framing than 'Artificial Intelligence' — and how this philosophy directly drives every architectural decision aiConnected has made. - [Two-Layer Strategy Narrative](https://secure-docs.aiconnected.ai/docs/business-planning/founding/bp-found-04-two-layer-strategy): A 2–3 page strategic document explaining the deliberate design of the company: a revenue-generating surface layer that funds and trains the cognitive infrastructure layer underneath. The document investors will return to repeatedly during due diligence. - [Founding](https://secure-docs.aiconnected.ai/docs/business-planning/founding): Documents in Founding. - [Launch Strategy Document](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-01-launch-strategy): The sequenced launch plan: what launches when, in what order, with what resources, targeting which customer segment first. Anchors all other GTM documents. Covers the 4-product sequence and the revenue-before-raising decision. - [Agency Acquisition Playbook](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-02-agency-acquisition-playbook): The step-by-step process for signing the first 10, then 50, then 100 agencies. Covers channels, messaging by ICP, objection handling, contract process, and closing. The most operationally critical GTM document. - [Sales Team Structure & Compensation Plan](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-03-sales-team-structure): The 10-person sales team model: roles, hiring sequence, base/commission splits, quota structure, ramp expectations, and team management approach. The promote-from-within philosophy documented. - [Agency Onboarding Flow & Time-to-Value](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-04-agency-onboarding-flow): How an agency goes from sign-up to first business client live on the platform. Target time-to-value metric, step-by-step onboarding stages, and what happens at each checkpoint. - [Launch Marketing Plan](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-05-launch-marketing-plan): LinkedIn announcement campaign, PR strategy, content plan for the first 90 days, and the planned open-source component launch strategy. Includes budget allocation and success metrics. - [Content & Thought Leadership Strategy](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-06-content-thought-leadership): How the Acquired Intelligence philosophy becomes a sustained content engine: blog, LinkedIn, podcast, YouTube, and the book as a long-horizon brand builder. Content calendar framework and channel ownership. - [Developer Community & Ecosystem Strategy](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-07-developer-community-strategy): How the developer marketplace is seeded, governed, and grown. Trust pipeline design, sandbox environment, 20% revenue share structure, and community engagement approach. - [Partner Channel & Integration Strategy](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-08-partner-channel-strategy): Technology partners, integration partners (CRMs, booking platforms, accounting software), and referral incentive programs. Specific integration targets identified from the ICP tool stack. - [First 10 Agency Target List](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-09-first-10-agency-targets): Named list of specific target agencies for the initial launch. Each entry: agency name, contact information, vertical focus, current tool stack, rationale for fit, and outreach approach. The most concrete proof of go-to-market readiness. - [Enterprise Readiness & Progression Plan](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-10-enterprise-readiness): The four-phase customer journey from power users to enterprise. What changes at each stage, what features unlock enterprise adoption, and what the enterprise sales motion looks like. - [Churn Prevention & Customer Success Strategy](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market/bp-gtm-11-churn-prevention): Early warning metrics for at-risk agencies and business clients, intervention protocols, and the white-label CS team playbook. Defines what 'success' looks like for each customer type. - [Go To Market](https://secure-docs.aiconnected.ai/docs/business-planning/go-to-market): Documents in Go To Market. - [Investor Pitch Deck — Surface Version](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-01-pitch-deck-surface): The 'GoHighLevel for AI' story. 12–15 slides. Written for investors who understand agency software economics but may not deeply follow the AI space. Focuses on market size, revenue model, traction, and team. - [Executive Summary — Standalone 2-Page Version](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-02-executive-summary-standalone): The two-page standalone summary sent before a full pitch. Covers: problem, solution, market, model, team, traction, and ask. Self-contained — readable without any other document. - [GoHighLevel Growth Comparison Study](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-03-gohighlevel-comparison): Documents GoHighLevel's trajectory (bootstrapped 3 years, then $60M Series C at $82.7M ARR) and maps aiConnected's plan alongside it. Validates the model's credibility with a proven comparable. - [Seed Round Term Sheet Reference](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-04-term-sheet-reference): Reference guide to standard seed round terms (SAFE vs. priced round, valuation caps, pro-rata rights, information rights, board composition) so incoming offers can be evaluated quickly and confidently. - [Series A Milestone Definition](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-05-series-a-milestones): The specific, measurable milestones that define Series A readiness: MRR target, agency count, retention rate, Neurigraph architecture operational status, and team composition. Committed to in the seed round materials. - [Investor Pitch Deck — Deep Version](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-06-pitch-deck-deep): The cognitive infrastructure + robotics story. For sophisticated investors who will evaluate the long-term thesis. Covers the Neurigraph architecture, the data moat, the robotics platform vision, and why the agency business is the training ground. - [Investor Data Room Index](https://secure-docs.aiconnected.ai/docs/business-planning/investor/bp-invest-07-data-room-index): The organized index of the investor due diligence data room. Every document named, categorized, and linked. Ensures nothing is missing when a serious investor begins diligence. Structured as: Legal, Financial, Product, IP, Team, Market, and Competitive folders. - [Investor](https://secure-docs.aiconnected.ai/docs/business-planning/investor): Documents in Investor. - [Entity & Corporate Records Summary](https://secure-docs.aiconnected.ai/docs/business-planning/legal/bp-legal-01-entity-corporate-records): Summary document confirming all legal entity details: legal name, state of incorporation (Georgia), registered address, EIN, founding date, entity type, IP ownership confirmation, and corporate structure. Formatted for the business plan and the investor data room. - [Cap Table](https://secure-docs.aiconnected.ai/docs/business-planning/legal/bp-legal-04-cap-table): Current ownership breakdown showing founder shares, any existing investor or advisor equity, and option pool. Pre-money cap table and post-money projection showing dilution from the seed round. Investors will not engage without this. - [NDA & Confidentiality Framework](https://secure-docs.aiconnected.ai/docs/business-planning/legal/bp-legal-08-nda-confidentiality): Standard mutual NDA template for investor conversations, partner discussions, and developer onboarding. Includes a confidentiality notice for the business plan document itself. - [Legal](https://secure-docs.aiconnected.ai/docs/business-planning/legal): Documents in Legal. - [AI SaaS Market Sizing Report](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-01-ai-saas-market-sizing): Total market size for AI-powered SaaS tools, growth rate, and projected 5-year trajectory. Establishes the macro market context. Requires external data from Gartner, Grand View Research, MarketsandMarkets, or similar sources. - [Agency Software & White-Label Platform Market Research](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-02-agency-software-market): Number of US agencies, current software spend, GoHighLevel's market share, and the gap in the AI-focused agency platform market. GoHighLevel's public metrics provide a strong anchor. - [Total Addressable Market (TAM) Analysis](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-03-tam-analysis): Total Addressable Market calculation across all three revenue streams: agency platform, aiConnectedOS subscriptions, and Neurigraph licensing. Must show methodology, not just a number. - [Serviceable Addressable Market (SAM) Calculation](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-04-sam-calculation): Serviceable Addressable Market — the portion of the TAM that aiConnected can realistically serve given its current product scope, geographic focus, and target customer profile. - [Serviceable Obtainable Market (SOM) Projection — Years 1–3](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-05-som-projection): Serviceable Obtainable Market — the portion of the SAM realistically reachable in the first three years given team size, capital, and go-to-market approach. Must align with the financial model. - [AI Memory Architecture Market Sizing](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-06-ai-memory-market-sizing): Emerging market for persistent AI memory systems. Mem0's $24M raise, comparable funding rounds, and analyst projections for the memory infrastructure market. - [Robotics Cognitive Infrastructure Market Research](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-07-robotics-cognitive-market): 10-year TAM for the intelligence and cognitive layer of the robotics market. Humanoid robot adoption projections, industrial robotics AI layer spending, and the gap in universal cognitive standards. Requires external research from Interact Analysis, IDTechEx, or equivalent. - [Voice AI Market Research](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-market-08-voice-ai-market): Market size and growth rate for AI-powered voice in business contexts — customer service, sales, and receptionist replacement. Validates the Voice AI Hub positioning. - [Agency Customer Discovery Report](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-mktres-05-agency-customer-discovery): Structured summary of customer discovery conversations with 10–20 agency owners. Validates the core problem, tests the value proposition, and captures verbatim quotes for the business plan. Primary research — Bob must conduct these conversations. - [Business Client Pain Point Survey](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-mktres-06-business-client-pain-points): Survey findings from SMB owners on their current AI tool frustrations, spending, and openness to the aiConnected platform. Establishes the demand-side proof for the business case. - [Ideal Customer Profile — Agency](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-mktres-08-agency-icp): Documented profile of the target agency: size, vertical focus, revenue range, current tool stack, decision-making process, and buying triggers. Used to focus all sales and marketing activity. - [Ideal Customer Profile — Business Client](https://secure-docs.aiconnected.ai/docs/business-planning/market-research/bp-mktres-09-business-client-icp): Documented profile of the business clients agencies serve: industry verticals, employee count, current AI spend, specific pain points, and decision-making dynamics. - [Market Research](https://secure-docs.aiconnected.ai/docs/business-planning/market-research): Documents in Market Research. - [Current Organizational State](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-01-current-org-state): Documents exactly what the company looks like today: founder, any contractors (with roles and agreement status), current tools and infrastructure, active projects, and revenue status. The honest starting point investors compare against the plan. - [Organizational Chart (Current & 12-Month Projected)](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-02-org-chart): Two org charts in one document: current state and the post-seed-round 12-month structure. Every role labeled with hire timing aligned to BP-FIN-07 Use of Funds. - [Priority Job Descriptions — First 5 Hires](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-03-job-descriptions): Full job descriptions for the first five hires: Senior Full-Stack Lead, VP/Director of Sales, Marketing Director, and two additional roles confirmed through the financial model. Each includes title, responsibilities, required experience, and compensation range. - [Compensation Philosophy & Ranges](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-04-compensation-philosophy): Salary bands, equity grant sizes by level, commission structure for sales roles, and the principles governing compensation decisions as the team scales. - [Advisory Board Structure & Recruitment Plan](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-05-advisory-board): Current and target advisory board composition. Credentials needed (technical, industry, investor network). Equity and time commitment structure for advisors. Named targets for recruitment where possible. - [Operational Infrastructure Inventory](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-06-operational-infrastructure): Every tool and subscription currently in use with monthly cost and contract status: DigitalOcean, Supabase, LiveKit, OpenRouter, n8n, Stripe, GitHub, GoHighLevel (headless), WordPress stack, and all others. - [Development Workflow & QA Process](https://secure-docs.aiconnected.ai/docs/business-planning/operations/bp-ops-07-development-workflow): How code is written, reviewed, tested, and deployed. Version control discipline (GitHub), CI/CD pipeline, staging environment, and quality assurance process. Investors evaluate this for execution credibility. - [Operations](https://secure-docs.aiconnected.ai/docs/business-planning/operations): Documents in Operations. - [Master Product Architecture Overview](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-01-master-product-architecture): A single document — with one clear diagram — showing how all three platform layers (Business Platform, aiConnectedOS, Neurigraph) relate to each other, share data and infrastructure, and how the developer ecosystem extends all three. - [Business Platform Executive Summary](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-02-business-platform-summary): A 2-page condensed overview of the Business Platform written for a non-technical investor audience. Distilled from the MVP specification and platform overview documents. - [aiConnectedOS Executive Summary](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-03-aiconnectedos-summary): A 2-page condensed overview of aiConnectedOS written for a non-technical investor audience. Distilled from the OS PRD and quick system overview. - [Consolidated 18-Month Product Roadmap](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-04-product-roadmap): A single integrated roadmap across all three platform layers with milestones, dependencies, resource requirements, and the 4-product launch sequence (Knowledge → Chat → Voice → Brain). The 18-week OS build plan and 6-week Voice deadline are reconciled and integrated. - [Neurigraph Technical Summary (Non-Technical Version)](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-05-neurigraph-nontechnical-summary): A 2–3 page explanation of the Neurigraph memory architecture written specifically for non-technical investors. No code, no database schemas. Uses plain-language analogies throughout. - [Product Status Matrix](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-06-product-status-matrix): A single reference table covering every product, module, and feature: current build stage, estimated completion date, revenue readiness date, development resource required, and dependencies. - [Engine Module Revenue Analysis](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-07-engine-module-revenue-analysis): A structured analysis of the 30+ engine modules: Tier 1 launch priority vs. Tier 2 post-launch expansion, pricing per module, estimated adoption rates, and projected revenue contribution by year. - [Platform Glossary](https://secure-docs.aiconnected.ai/docs/business-planning/product/bp-prod-08-platform-glossary): Comprehensive glossary of all platform-specific terminology: Cipher, Neurigraph, Instance, Persona, Skill Slot, Apprenticeship, Mod, CogniGraph, ODG, ANI, and every other term a reader will encounter in the business plan. - [Product](https://secure-docs.aiconnected.ai/docs/business-planning/product): Documents in Product. - [Technology Stack Overview](https://secure-docs.aiconnected.ai/docs/business-planning/technology/bp-tech-01-technology-stack): The complete technology stack with rationale for each choice: Next.js 14, Turborepo, shadcn/ui, TweakCN, Supabase, LiveKit, OpenRouter, Dokploy, DigitalOcean, Stripe, n8n. Written for technical due diligence. - [Infrastructure Architecture Document](https://secure-docs.aiconnected.ai/docs/business-planning/technology/bp-tech-02-infrastructure-architecture): How the platform is hosted and scaled. Container orchestration via Dokploy, database architecture (Supabase PostgreSQL), module isolation, load balancing, failover, and backup strategy. - [Security Architecture Document](https://secure-docs.aiconnected.ai/docs/business-planning/technology/bp-tech-03-security-architecture): Tenant data isolation, memory encryption, containerized module security boundaries, API gateway authentication enforcement, and the audit event stream. Required before any enterprise customer conversation. - [Enterprise Readiness Architecture Checklist](https://secure-docs.aiconnected.ai/docs/business-planning/technology/bp-tech-04-enterprise-readiness-checklist): What is already enterprise-ready (multi-tenancy, container isolation, event audit stream), what will be added in Phase 3–4 of the GTM (SSO, RBAC, SOC 2), and what requires enterprise-specific configuration. - [Technology](https://secure-docs.aiconnected.ai/docs/business-planning/technology): Documents in Technology. - [aiConnected Software Ecosystem — Business Plan](https://secure-docs.aiconnected.ai/docs/business-planning/the-business-plan/aiconnected-business-plan): The complete, comprehensive corporate business plan for aiConnected, Inc. Written last, after all 86 supporting documents are complete. Synthesizes the founding story, ecosystem overview, market opportunity, competitive position, business model, go-to-market strategy, team, financial projections, funding strategy, risk analysis, and the 10-year vision into a single investor-ready document (target: 40–60 pages). - [The Business Plan](https://secure-docs.aiconnected.ai/docs/business-planning/the-business-plan): Documents in The Business Plan. - [Risk Register (Full)](https://secure-docs.aiconnected.ai/docs/business-planning/risk/bp-risk-01-risk-register): Every identified risk catalogued with probability rating, impact rating, and mitigation strategy: technical execution risk, market adoption risk, competitive response risk, regulatory risk, financial risk, and solo founder execution risk. - [GDPR Compliance Assessment](https://secure-docs.aiconnected.ai/docs/business-planning/risk/bp-risk-02-gdpr-compliance): Assessment of GDPR compliance requirements given the Neurigraph memory architecture's deep personal data collection. Covers lawful basis for processing, data subject rights, retention policies, DPA requirements, and cross-border transfer rules. - [CCPA Compliance Assessment](https://secure-docs.aiconnected.ai/docs/business-planning/risk/bp-risk-03-ccpa-compliance): Assessment of California Consumer Privacy Act requirements for the platform. Covers consumer rights, opt-out mechanisms, data sale definitions, and the specific implications of persistent memory data under California law. - [AI Regulatory Risk Assessment](https://secure-docs.aiconnected.ai/docs/business-planning/risk/bp-risk-04-ai-regulatory-risk): How the EU AI Act, emerging US AI regulations, and sector-specific rules (healthcare, legal, financial services) may affect how the platform can be used, marketed, and sold. Identifies high-risk AI system classification questions. - [Robotics Regulatory Landscape](https://secure-docs.aiconnected.ai/docs/business-planning/risk/bp-risk-05-robotics-regulatory-landscape): How existing drone, autonomous vehicle, medical device, and emerging humanoid robot regulations may apply to the aiConnected Robotics Platform. Referenced in the robotics platform docs as needing formal writeup. - [Vendor & Dependency Risk Assessment](https://secure-docs.aiconnected.ai/docs/business-planning/risk/bp-risk-08-vendor-dependency-risk): What happens if Supabase, LiveKit, or OpenRouter have outages or pricing changes? Mitigation strategies for all critical external dependencies. Includes business continuity planning and fallback options for each vendor. - [Risk](https://secure-docs.aiconnected.ai/docs/business-planning/risk): Documents in Risk. - [Conversation tools](https://secure-docs.aiconnected.ai/docs/api-reference/os/conversation-tools): Contracts for navigation, cleanup, split-and-route, context windows, tutorials, and other interaction-layer aiConnectedOS features. - [OS](https://secure-docs.aiconnected.ai/docs/api-reference/os): Documents in OS. - [Memory and context](https://secure-docs.aiconnected.ai/docs/api-reference/os/memory-context): Neurigraph-backed memory contracts for session, user, tenant, and module-aware recall. - [Personas and instances](https://secure-docs.aiconnected.ai/docs/api-reference/os/personas-instances): Persistent AI persona lifecycle, workspace scoping, and instance-level operating rules in aiConnectedOS. - [Workspace features](https://secure-docs.aiconnected.ai/docs/api-reference/os/workspace-features): Feature-level service contracts for spaces, tasks, documents, folders, references, and other aiConnectedOS workspace tools. - [Auth and tenancy](https://secure-docs.aiconnected.ai/docs/api-reference/platform/auth-tenancy): Multi-tenant identity, roles, inheritance rules, and the shell-level management surface. - [Platform](https://secure-docs.aiconnected.ai/docs/api-reference/platform): Documents in Platform. - [Modules and events](https://secure-docs.aiconnected.ai/docs/api-reference/platform/modules-events): Manifest-first registration, capability contracts, event topics, and gateway behavior. - [Platform overview](https://secure-docs.aiconnected.ai/docs/api-reference/platform/overview): The core aiConnected shell contract, module model, and platform-wide design rules. - [Shared entities](https://secure-docs.aiconnected.ai/docs/api-reference/platform/shared-entities): The shell-owned data model that every aiConnected module is expected to share. - [Themes and layouts](https://secure-docs.aiconnected.ai/docs/api-reference/platform/theme-layout): The white-label theme engine and the Layout Manager API surface used to edit and generate screens. - [Capabilities APIs](https://secure-docs.aiconnected.ai/docs/api-reference/sdk/capabilities-apis): Capability library and import APIs from the original v1 platform build, including list, detail, import, install, uninstall, examples, and failure handling. - [Client and CLI](https://secure-docs.aiconnected.ai/docs/api-reference/sdk/client-cli): The v1 services-layer SDK for module builders: platform client APIs, CLI scaffolding, examples, failure modes, and migration notes. - [SDK](https://secure-docs.aiconnected.ai/docs/api-reference/sdk): Documents in SDK. - [Manifest contracts](https://secure-docs.aiconnected.ai/docs/api-reference/sdk/manifest-contracts): The v1 platform app manifest, validator rules, contract kinds, extension modes, examples, failure cases, and importer expectations from the original aiConnected platform build. - [SDK overview](https://secure-docs.aiconnected.ai/docs/api-reference/sdk/overview): End-to-end guide to the v1 aiConnected SDK surfaces: manifest contracts, client APIs, schemas, CLI scaffolding, and platform-side import flows. - [Platform app APIs](https://secure-docs.aiconnected.ai/docs/api-reference/sdk/platform-app-apis): Platform-side SDK support endpoints from the original v1 platform build for app catalog retrieval, app package import, and app metadata updates. - [Schemas](https://secure-docs.aiconnected.ai/docs/api-reference/sdk/schemas): Shared v1 SDK data models from @aiconnected/schemas, including core entities, ownership boundaries, and reuse guidance for module authors. - [Additional modules](https://secure-docs.aiconnected.ai/docs/api-reference/modules/additional-modules): Reference contracts for aiConnected Memory, KB Generator, Webinar, and legacy funnelChat surfaces documented in the repository. - [Contact, monitor, and co-browser](https://secure-docs.aiconnected.ai/docs/api-reference/modules/contact-monitor-cobrowser): API contracts for Contact Forms, Chat Monitor, and the SiteGuide Co-Browser add-on. - [Modules](https://secure-docs.aiconnected.ai/docs/api-reference/modules): Documents in Modules. - [Knowledge and chat](https://secure-docs.aiconnected.ai/docs/api-reference/modules/knowledge-chat): The implementation contracts for aiConnected Knowledge and aiConnected Chat, including shared knowledge publication and lead capture behavior. - [LogicLegal](https://secure-docs.aiconnected.ai/docs/api-reference/modules/logiclegal): The service contract for aiConnected LogicLegal, including intake, research chat, voice, case prep, and closed-knowledge safeguards. - [macEngine](https://secure-docs.aiconnected.ai/docs/api-reference/modules/mac-engine): Routine, persona, and local-automation data contracts for macEngine. - [Paper](https://secure-docs.aiconnected.ai/docs/api-reference/modules/paper): The canonical HTTP API for aiConnected Paper, including auth, client management, document generation, scheduling, agency settings, and admin routes. - [Voice](https://secure-docs.aiconnected.ai/docs/api-reference/modules/voice): The aiConnected Voice service contract, including tenant setup, agent management, webhooks, and call lifecycle behavior. - [5 Year AI Business Servicing Scope](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/5-year-ai-business-landscape): aiConnected Business Platform Business Landscape In 5 Years It won’t be because of “AI hype.” It will be because: Customers will no longer tolerate delays. S... - [aiConnected SiteGuide/CoBrowser](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/ai-connected-site-guide-co-browser) - [aiConnected Apps And Modules](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules): Documents in aiConnected Apps And Modules. - [macEngine Comprehensive Product Requirements Document (PRD)](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/mac-engine-prd): Absolutely. Here’s a thorough, section by section revision of your PRD, with full integration of every feature, workflow, and expectation discussed—including... - [Original AI Connected Engines](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/original-aiConnected-engines): 1. adEngine Runs and optimises Google / Meta PPC from copywriting to bid rules and daily budget re allocation. Proposed monthly price: $99 Estimated value: $... - [**Project Requirements Document (PRD)**](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/remote-work-engine-requirements) - [AI Services Business Directory](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/ai-services-business-directory): Developer Product Requirements Document (PRD) Last Updated: October 2, 2025 Target Audience: Junior Developer (Beginner Level) Project Goal: Build an automat... - [aiConnected Platform — Foundation PRD](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-foundation-prd) - [aiConnected Platform — MVP Specification](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-mvp-specification) - [aiConnected Platform — Overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-overview-non-technical) - [aiConnected Platform — Overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-overview) - [Platform v1 Audit — Save vs. Trash](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-v1-audit) - [aiConnected Platform — MVP Specification](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-v1-mvp-specification) - [aiConnected Platform v2 — Build Plan](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-v2-build-plan) - [aiConnected Platform v2 — Port Map](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/aiconnected-platform-v2-port-map) - [aiConnected Business Platform](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform): Documents in aiConnected Business Platform. - [0) Key definitions (shared language)](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/legacy-aiConnected-marketplace): Here’s a crisp, end to end operating playbook for the aiConnected Marketplace—from a developer submitting an Engine, to a customer turning it on, to monthly... - [ORIGINAL PROMPT INSTRUCTIONS](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/legacy-business-platform-specification): From the start, the Secure Chat system will be a white label product, intended to be sold to agencies, and resold to business owners. First for the settings... - [AI Services Business Directory](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/legacy-n8n-ai-services-directory-prd): Developer Product Requirements Document (PRD) Last Updated: October 2, 2025 Target Audience: Junior Developer (Beginner Level) Project Goal: Build an automat... - [SecureChat Admin Redesign Full Context Handoff](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/legacy-platform-redesign-spec): Project Overview Project: SecureChat White label AI Chat Platform Location: /root/securechat.sec admn Repo: https://github.com/oxfordpierpont/securechat.sec... - [legacy platform sidebar spec](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/legacy-platform-sidebar-spec): Super User Platform Menu UNDER LOGO [VIEW AS BUTTON] Opens a popup that lets the Super User choose to view the system as an Agency or a Business, and offers... - [Legacy Platform v1 Inventory](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/legacy-platform-v1-inventory) - [Platform v1 Context](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/platform-v1-context) - [Production Readiness Checklist: The Definitive Definition of Done](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/production-readiness-checklist) - [Shell Codex PRD](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/shell-codex-prd) - [What is the Platform Shell](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/what-is-the-platform-shell) - [Additional Considerations for Platform PRD](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/additional-considerations) - [aiConnected License Agreement](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/ai-connected-license-agreement) - [aiConnected Fundraising Strategy & Critical Decisions](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/aiConnected-fundraising-strategy): Document Type: Strategic Planning & Decision Record Date: April 17, 2026 Status: Active Planning Document Executive Summary This document captures the compre... - [Purpose & context](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/aiConnected-project-memory-backup): Bob Hunter is the founder of aiConnected (formerly Oxford Pierpont), a Georgia based AI infrastructure company building what he describes as a \"cognitive ope... - [Purpose & context](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/aiConnectedOS-memory-backup): Bob Hunter is building aiConnectedOS — a virtual operating system for persistent AI personas, positioned as a fundamentally new category distinct from AI age... - [Doc Dump 2 (64 of 258 Docs) - aiConnectedOS Unfiltered](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/doc-dump-2-64-of-258-docs) - [Doc Dump 1 (148 of 258 Docs)](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/document-inventory-194-docs) - [Engaging the Dev Community](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/engaging-the-dev-community) - [How will developers use the aiConnected Platform](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/how-will-developers-use-the-ai-connected-platform) - [aiConnected Supporting Docs](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs): Documents in aiConnected Supporting Docs. - [Persona IDE System Prompt](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/persona-ide-system-prompt): You are a highly skilled expert senior software engineer with extensive knowledge in many programming languages, frameworks, design patterns, and best practi... - [Self Hosting](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/self-hosting) - [aiConnected OS Branding Config](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/ai-connected-os-branding-config) - [aiConnectedOS Master Planning Document](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/ai-connected-os-master-planning-document) - [Critical Thinking Protocol for AI Assistants](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/ai-critical-thinking-protocol) - [Spaces dashboard design](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-1-spaces-dashboard-design): Prompt: Okay, so now our interface for individual instances has a pretty robust set of features, and we need one place for all of these features to go within... - [Computer Use for aiPersonas](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-10-computer-use-for-personas): Prompt: How realistic would it be for me to build this into a browser or have a browser view like Manus, Antigravity, Flowith, or Atlas? Response: !https://i... - [Chat Cleanup System](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-11-chat-cleanup-system): Prompt: Have I already included a way to manage old chats to where you can select multiples and, you know, select them and then delete them, and they go to a... - [Persona Skill Slots](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-12-persona-skill-slots): Prompt: It's really important to make sure that we put constraints on the variety of skill sets that any persona can have. And this is important because one... - [Adaptive User Interface Tutorials](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-13-adaptive-ui-tutorials): Prompt: Due to the complexity of all the features and the layers of those features, and all the tools available to power users like being able to choose your... - [Build plan review](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-14-build-plan-review): Prompt: The planning phase is complete, and it’s now time to start building the aiConnected Chat UI. Please review the project’s chats and make a plan for co... - [Document and organize ideas](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-15-document-and-organize-ideas): Prompt: “I just need you to help me document and organize the core ideas.” 00:04 Response: Absolutely, I can do that. We'll just dive in and get all those co... - [Enterprise Potential of App](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-16-enterprise-potential): Prompt: Does this app have Enterprise potential? If so, please explain. Response: Yes — this app absolutely has Enterprise potential , if it is positioned an... - [In-Chat Navigation](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-17-in-chat-navigation): Prompt: Okay, so a couple of changes. The whole interface is going to be called AI Connected OS instead of the Chat UI. And also, I'm going to add an in chat... - [Context Windows in AI](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-18-context-windows-in-ai): Prompt: Please help me understand context windows for AIs like ChatGPT and Gemini and Claude. Help me understand what a context window is and why it's necess... - [Fluid UI Architecture](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-19-fluid-ui-architecture): Prompt: In an earlier conversation, I mentioned having artifacts and, like I mentioned, just having a browser function, I guess, or a feature, but I'm wonder... - [Task feature spec](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-2-task-feature-spec): Prompt: We also need to include kind of like a task feature or to do list. So it's not as excessive or extensive as a dedicated project planning application,... - [Extensible AI Capability System](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-20-extensible-ai-capability-system): Prompt: I'd like to build in a feature or a function, I don't know which one, where we cover the full 1,000 domains of knowledge that Alexa has, and we accom... - [Live document feature](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-3-live-document-feature): Prompt: I'd like to create another feature for instances called live documents. So a live document is basically if I have, let's say I'm putting together an... - [Dashboard whiteboard integration](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-4-dashboard-whiteboard-integration): Prompt: Alright, next, I'd like to create a new concept. So, let's say that I am doing some kind of brainstorming, and I'm doing that brainstorming, kind of... - [Folder system design](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-4-folder-system-design): Prompt: Can we also create a folder system within instances? Because let's use the current conversation right now, or the current project as an example. So I... - [Conversation reference feature](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-6-conversation-reference-feature): Prompt: Please create a conversation referencing feature. I guess so let's say that I'm in a new chat and I'm trying to pick up on something that I talked ab... - [Pin message feature](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-7-pin-message-feature): Prompt: I'd like to add an additional design component to the chat for the AI connected chat. One thing that I find annoying is when I'm having a really long... - [Cognition console UI design](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-8-cognition-console-ui-design): Prompt: I'm preparing to build the Cognigraph artificial cognition architecture, and in order to do that I need to also build a front end interactive interfa... - [Collaborative personas planning](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-9-collaborative-personas-planning): Prompt: For the AI connected UI, and for the system in general, users need the ability to create collaborative personas. Kind of like you would have a team,... - [Branding Config Page — Design Build Specification](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-branding-spec): Section 1: Anti Slop Rules What we WILL do Font : Use the existing admin system font stack. This is a Next.js admin page — inherit whatever the admin shell p... - [aiConnectedOS PRD Addendum](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-conversation-split-and-route): Feature: Conversation Split & Route Status: Specification — Ready for Implementation Planning Part: Addendum to Part 14 (Automatic Conversation Cleanup & Org... - [aiConnectedOS Developer Documentation](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-developer-documentation): Table of Contents 1. Introduction & Core Concepts 2. System Architecture 3. Virtual Employees & Personas 4. Neurigraph: Persistent Memory Architecture 5. Ins... - [Feature Specification: \\\\\\\"Forget This\\\\\\\" (Context Deprioritization)](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-forget-this-feature): Document Type: Developer Feature Specification Feature ID: CHAT FORGET 001 Status: Specification Platform: aiConnectedOS Chat Interface Dependencies: Neurigr... - [Part XX — Import & Migration](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-import-and-migration): XX.1 Overview aiConnectedOS is designed to be a long term home for a user's AI relationships — a place where personas grow, conversations accumulate meaning,... - [Skill Acquisition via Hands On Apprenticeship](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-persona-apprenticeships): Feature Area: Neurigraph Memory Architecture → Skill Acquisition Sub System Classification: Advanced / Roadmap Feature (Phase 4+) Status: Documented for futu... - [Meeting Mode — PRD Section](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-persona-meeting-mode): Feature Overview Meeting Mode is a single button behavioral toggle that switches any persona from active conversationalist to passive listener. When activate... - [aiConnected OS — Product Requirements Document](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-prd): v5 - [aiConnected Robotics Platform](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-robotics-platform): Developer Documentation v0.1 (Internal Draft) Table of Contents 1. Introduction and Platform Philosophy 2. The Three Layer Architecture 3. The Factory Integr... - [aiConnectedOS Three Tier Platform Access Model](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-three-tier-access-model): Tier 1: The Web Interface (Lightweight) This is your acquisition funnel and it's the right starting point for launch. You're basically offering the aiConnect... - [Creating A Desktop OS User Experience](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/aiconnected-os-web-based-ui-ux): Yes. Absolutely yes. And it's primarily a design and frontend engineering choice, not an architectural one. What Makes Something Feel Like a Desktop vs a Web... - [Chat Nav > Topic Log](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/chat-nav-topic-log) - [Dynamic Persona Waking (Voice)](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/dynamic-persona-waking-voice) - [Dynamic Screen Routing](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/dynamic-screen-routing) - [aiConnected OS](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os): Documents in aiConnected OS. - [Quick System Overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/quick-system-overview): What is aiConnectedOS? Core Concept At its heart, aiConnectedOS is a virtual operating system for AI personas — not a generic agent platform. The fundamental... - [System Development Standards & Philosophy](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-os/system-standards-and-philosophy): Document Series: Developer Documentation Document: 00 of 06 Status: Internal Reference Audience: All engineers, product, and architecture roles working on th... - [AI Connected Cold Outreach — Batch 1 of 3 (Influencers 1–20)](https://secure-docs.aiconnected.ai/docs/knowledge-base/papers-and-research/aiConnected-influencer-cold-outreach-with-messaging): 1. ALLIE K. MILLER Who: Most followed voice in AI business (~2M followers). Former Amazon Global Head of ML for Startups & VC. Former IBM. Fortune 500 AI adv... - [Building a 50,000 AI Services Directory with n8n](https://secure-docs.aiconnected.ai/docs/knowledge-base/papers-and-research/building-ai-service-directory-n8n): For a 50,000 business AI services directory organized by state, county, and city, the optimal approach combines PostgreSQL for data storage, Apollo.io as the... - [Enterprise Business Development Services: Market Research Report](https://secure-docs.aiconnected.ai/docs/knowledge-base/papers-and-research/enterprise-service-research): For Oxford Pierpont Strategic Repositioning Prepared: January 2, 2026 Target Market: US based companies with $10M+ annual revenue Purpose: Identify service a... - [The Global AI Marketplace Opportunity: A Comprehensive Feasibility Analysis](https://secure-docs.aiconnected.ai/docs/knowledge-base/papers-and-research/global-ai-marketplace-research-doc): The market gap is real and massive . As of October 2025, no unified platform agnostic AI marketplace exists despite explosive demand, severe fragmentation pa... - [Papers And Research](https://secure-docs.aiconnected.ai/docs/knowledge-base/papers-and-research): Documents in Papers And Research. - [aiConnectedOS: The Future of Persistent AI in Business](https://secure-docs.aiconnected.ai/docs/knowledge-base/papers-and-research/the-future-of-persistent-ai-in-business): What's the Problem We're Solving? Imagine you're running a business. You need help with customer service, content creation, research, scheduling, data analys... - [ACQUIRED INTELLIGENCE](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/acquired-intelligence-rough-outline): From Artificial Systems to Experience Based Cognition PREFACE Why this book exists now The current state of artificial intelligence The difference between si... - [First Principles at Scale: How the Neurigraph Architecture Enables Structural Creativity in Artificial Intelligence](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/ai-structured-creativity-with-neurigraph): Classification: Conceptual White Paper Date: April 2026 Abstract The dominant paradigm in artificial intelligence has produced systems of remarkable capabili... - [Acquired Intelligence! Reframing AGI Definition](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/ai-terminology-reframing): User: Oxford Pierpont Created: 12/20/2025 16:22:29 Updated: 1/22/2026 8:21:58 Exported: 1/22/2026 8:22:40 Link: https://chatgpt.com/c/694712fc 3a08 8326 9775... - [Amygdala — Extended Function: Dynamic Heat Threshold Control](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/amygdala-dynamic-heat-threshold-control): Neurigraph Architecture Update Overview During architectural review of the Object Deconstruction Graph (ODG) and its interaction with the Graph Search Model,... - [Conceptual Neurigraph Fetching Architecture](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/conceptual-neurigraph-fetching-architecture) - [ChatGPT → Brain Ingestion Pipeline](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/cross-platform-memory-transfer-architecture): Cross Platform Memory Transfer Architecture Executive Summary This document defines how Brain by aiConnected can ingest ChatGPT conversation exports and tran... - [Neurigraph Memory Architecture](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture): Documents in Neurigraph Memory Architecture. - [Brain by aiConnected: Architecture Specification](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/legacy-aiConnected-brain): Date: January 20, 2026 Executive Summary Brain by aiConnected is a three dimensional cognitive memory architecture that enables AI systems to accumulate, org... - [aiConnected Brain API](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/legacy-brain-api-pricing-strategy): Strategic Product Document Executive Summary Brain is a persistent memory layer that sits above all AI platforms. Users maintain continuous context across Ch... - [Brain Memory Architecture: Z Axis Specification](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/legacy-brain-z-axis-spec): Match Specificity Dimension Product: Brain by aiConnected Date: January 20, 2026 Status: Architecture Specification Executive Summary This specification intr... - [a system of long-term autobiographical memory](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-autobiographical-memory): This is an important one that I need to write later, but my basic idea here is to create a separate storage system. This is different than the short term mem... - [research and improve the processing of background cognitive functions](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-background-cognitive-functions): I'll have to conduct research because I don't know what the options are. Essentially, I need to find a way to reduce the overall inference cost of thinking i... - [Neurigraph Hyperthyme — 7 Day Prototype Build Plan](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-build-plan): Purpose: Complete implementation spec for vibe coding with Claude Code and ChatGPT Codex Timeline: 7 days Output: A working personal memory system with visua... - [Global Pattern Recognition For Behavioral Prediction](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-global-pattern-recognition): What You’re Building A shared behavioral pattern database where each persona acts as a distributed node in a network that learns user behavioral signatures.... - [Simulating Introspective Awareness via Digital Anterior Insula](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-introspective-awareness): Okay, so I will write this later, but I just wanted to document my basic idea. What I'm thinking is that I can create or simulate, I guess, an introspective... - [Neurigraph_Licensing](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-licensing): Neurigraph Memory Architecture What It Is. What It Does. Why It Matters. A licensing overview for prospective partners The Problem With AI Today Artificial i... - [Neurigraph vs. Existing Memory Systems: A Comprehensive Analysis](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-memory-systems-competitive-comparison): Executive Summary This document compares aiConnected's proprietary Neurigraph cognitive architecture against existing memory systems including the Anthropic... - [Multitrack Thinking: The Core System](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-multitrack-reasoning-system): Track 1: Foreground (Active Conversation) Real time response generation User input → Persona output Latency requirement: 2 4 seconds max (human conversation... - [Pattern recognition database for behavioral prediction in users](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-pattern-recognition-database): Okay, so the basic idea for this is to create a running database of user behaviors and recognize certain patterns. If that database grows across all personas... - [Neurigraph Pattern Recognition Database: Comprehensive PRD Outline](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-pattern-recognition-prd): Version : 1.0 Status : Production Ready Last Updated : 2026 04 18 Document Length : ~45,000 words Part 1: Vision and Architecture Part 2: Data Models and Sch... - [Neurigraph Pattern Recognition Simple Explanation](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-pattern-recognition-simple-explanation) - [creating seed personality templates based in part on the Myers-Briggs 16 personality profiles and documentation](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-personality-seed-templates): Okay, so I'll get to this one later as well, but the basic premise is pretty obvious. Whenever a user is creating a new persona, they have the one and only o... - [Neurigraph Storage & Retrieval System](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-storage-and-retrieval-system) - [research the correlations between synapses, synapse firing, and neuroplasticity, and whether or not these cognitive functions have parallels in the knowledge graph structure](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-synapse-neuroplasticity-research): Okay, so my basic idea here is to find out what the similarities are between the layout of synapses in the brain: how exactly they fire together, what happen... - [predicting user behavior and mental states through tonal interpretation](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tonal-behavioral-prediction): All right, another one for the to do list. The basic premise here is that the AI shouldn't just be reading in a speech to text format what the user is saying... - [Novelty & Feasibility Study](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/novelty-and-feasibility-study) - [Object Deconstruction Graph (ODG)](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/object-deconstruction-graph-dev-documentation): Neurigraph Architecture — Developer Documentation Component: Object Deconstruction Graph Abbreviation: ODG Classification: Dormant Brain Region — Subconsciou... - [object deconstruction graph overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/object-deconstruction-graph-overview): The Object Deconstruction Graph Most AI systems understand things the way a tourist understands a city. They know the name. They can describe it. They've see... - [Original Cipher](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Export%20-%20aiConnected%20%7C%20Dial) - [Lifebot AI Project](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20AI%20Executive%20Assistant%20Original%20Brainstorm) - [Gemini TTS Test](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20AI%20Podcast%20Generator%20for%20Gemini%20TTS%20Original%20Brainstorm) - [Google TTS Sample Script](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20AI%20Podcast%20Generator%20for%20Gemini%20TTS%20Second%20Brainstorm) - [AI in Business Futures](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20AI%20Powered%20Solo%20Startup) - [!Acquired Intelligence! Book Outline](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Acquired%20Intelligence%20Book%20Outline) - [Asynchronous tool orchestration](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Asynchronous%20tool%20orchestration) - [Balance Project Overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Balance%20Project%20Overview) - [Blog Engine RSS Filter](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Blog%20Engine%20RSS%20Filter%20Structuring) - [Business directory platform](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Business%20directory%20platform%20Tech%20Stack%20) - [⭐️ Original aiConnected Concept & Engines](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Early%20aiConnected%20Business%20Planning%20and%20Brainstorming) - [Website dynamic building concept](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Live%20Guide%20Website%20dynamic%20building%20concept) - [ReflectionDaily Voice Journal](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Multi-Persona%20ReflectionDaily%20Voice%20Journal%20) - [Blog Engine General Template](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Original%20Blog%20Engine%20General%20Template%20Brainstorm) - [macEngine Feasibility Assessment](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Original%20macEngine%20Brainstorm) - [browserENGINE](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20Site%20Guide%20Browser%20Engine%20Original%20Brainstorm) - [TTS Emotion Modifiers](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20TTS%20Emotion%20Modifiers) - [Emotionally intelligent LLMs](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiAgent%20Maiya%20Smith%20Gmail%20Config) - [BlogENGINE sales proposition](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiConnected%20Answers%20Sales%20Pitch%20Planning) - [Make 50K in 2 Weeks](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiConnected%20Business%20Chat%20Sales%20Brainstorming) - [aiConnected Chat Sample Ad](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiConnected%20Chat%20Sample%20Ad) - [aiConnected Marketplace Overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiConnected%20Marketplace%20Developer%20Overview) - [Hiring 100 Salespeople](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiConnected%20Sales%20Team%20Planning) - [aiConnected contextENGINE](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20aiConnected%20contextENGINE) - [blogEngine Sales Strategy](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20blogEngine%20Sales%20Strategy%20) - [browserENGINE Pricing Discussion](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20browserENGINE%20Pricing%20Discussion%20) - [dialEngine](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20dialEngine%20AI%20Cold%20Calling%20Original%20Brainstorm%20) - [Reassess answerEngine strategy](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript%20-%20voiceEngine%20Original%20Brainstorm) - [Can aiConnected Generate $400k!mo](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript-Can%20aiConnected%20Generate%20$400k%20per%20mo) - [funnelChat by aiConnected](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/ChatGPT%20Transcript-funnelChat%20Original%20Brainstorm) - [PowerDialer.ai](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/Original%20ChatGPT%20Export%20-%20aiConnected%20%7C%20Dial) - [Can aiConnected Generate $400k!mo](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/Original%20aiConnected%20Brainstorming%20Session%20-%20ChatGPT%20Transcript) - [dialEngine](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/Outbound%20by%20aiConnect%20-%20Full%20ChatGPT%20Conversation%20Export) - [PowerDialer.ai](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/PowerDialer.ai%20Brainstorming%20-%20Original%20ChatGPT%20Transcript) - [Raw Chats And Brainstorming](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming): Documents in Raw Chats And Brainstorming. - [macEngine Feasibility Assessment](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/macEngine%20Feasibility%20Assessment) - [markdownEngine](https://secure-docs.aiconnected.ai/docs/knowledge-base/raw-chats-and-brainstorming/markdownEngine%20Original%20Brainstorming%20Session%20-%20ChatGPT%20Transcript) - [API Keys](https://secure-docs.aiconnected.ai/docs/learn/api-keys): Documents in API Keys. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/api-keys/introduction): Create and manage API keys for your aiConnected instance. - [Audience](https://secure-docs.aiconnected.ai/docs/learn/audience): Documents in Audience. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/audience/introduction): Manage contacts, segments, and suppression lists inside aiConnected. - [Broadcasts](https://secure-docs.aiconnected.ai/docs/learn/broadcasts): Documents in Broadcasts. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/broadcasts/introduction): Send one-to-many broadcast messages to your audience segments. - [Domains](https://secure-docs.aiconnected.ai/docs/learn/domains): Documents in Domains. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/domains/introduction): Connect and verify sending domains for your aiConnected instance. - [Logs](https://secure-docs.aiconnected.ai/docs/learn/logs): Documents in Logs. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/logs/introduction): Monitor and debug all activity across your aiConnected instance. - [Receiving](https://secure-docs.aiconnected.ai/docs/learn/receiving): Documents in Receiving. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/receiving/introduction): Handle inbound messages, calls, and events inside aiConnected. - [Settings](https://secure-docs.aiconnected.ai/docs/learn/settings): Documents in Settings. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/settings/introduction): Configure your aiConnected instance settings. - [Attachments](https://secure-docs.aiconnected.ai/docs/learn/sending/attachments): Attach files and documents to outbound messages sent by Personas. - [Batch Sending](https://secure-docs.aiconnected.ai/docs/learn/sending/batch-sending): Send messages to multiple recipients in a single workflow execution. - [Custom Headers](https://secure-docs.aiconnected.ai/docs/learn/sending/custom-headers): Pass custom metadata with outbound messages. - [Sending](https://secure-docs.aiconnected.ai/docs/learn/sending): Documents in Sending. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/sending/introduction): Learn how to send messages, emails, and notifications through aiConnected Personas. - [Schedule Messages](https://secure-docs.aiconnected.ai/docs/learn/sending/schedule-message): Queue outbound messages for future delivery. - [Templates](https://secure-docs.aiconnected.ai/docs/learn/templates): Documents in Templates. - [Introduction](https://secure-docs.aiconnected.ai/docs/learn/templates/introduction): Create and manage reusable message templates for Persona communications. - [Adaptive UI tutorials](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/adaptive-tutorials): Feature-level API contract for adaptive tutorials, contextual onboarding, and user-progress tracking. - [Chat cleanup](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/chat-cleanup): Feature-level API contract for chat cleanup, bulk organization, rename suggestions, and archive flows. - [Cognition console](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/cognition-console): Feature-level API contract for the cognition console, operator visibility, and AI state presentation in aiConnectedOS. - [Collaborative personas](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/collaborative-personas): Feature-level API contract for multi-persona collaboration, shared threads, and coordinated response workflows. - [Computer use](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/computer-use): Feature-level API contract for browser or computer-use actions performed by personas under aiConnectedOS governance. - [Context windows](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/context-windows): Feature-level API contract for context ranking, rolling windows, and long-horizon retrieval in aiConnectedOS. - [Conversation references](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/conversation-references): Feature-level API contract for saving, retrieving, and linking conversation reference anchors in aiConnectedOS. - [Dynamic persona waking](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/dynamic-persona-waking): Feature-level API contract for wake-word activation, device-aware routing, and graceful persona handoff behavior. - [Dynamic screen routing](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/dynamic-screen-routing): Feature-level API contract for context-aware screen routing and display behavior across devices and environments. - [Fluid UI architecture](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/fluid-ui): Feature-level API contract for activity-based UI state, invisible OS behavior, and cross-surface interface adaptation. - [Folder system](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/folders): Feature-level API contract for nested folder organization across documents, chats, ideas, and workspace artifacts. - [Forget and memory deprioritization](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/forget): Feature-level API contract for forgetting, deprioritizing, or suppressing memories in aiConnectedOS. - [Ideas and organization](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/ideas): Feature-level API contract for documenting, organizing, and promoting ideas into structured workspace objects. - [Import and migration](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/import-migration): Feature-level API contract for conversation import, archive isolation, deduplication, and promotion into live aiConnectedOS work. - [In-chat navigation](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/in-chat-navigation): Feature-level API contract for chat navigation, checkpoints, topic maps, and jump-to-context behavior. - [Features](https://secure-docs.aiconnected.ai/docs/api-reference/os/features): Documents in Features. - [Live documents](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/live-documents): Feature-level API contract for live document creation, editing, versioning, export, and document-chat integration. - [Persona meeting mode](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/meeting-mode): Feature-level API contract for meeting mode, passive listening behavior, wake-word activation, and privacy-aware transcription. - [Pinning](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/pinning): Feature-level API contract for pinning messages and artifacts and exposing pinned-filter views in aiConnectedOS. - [Persona skill slots](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/skill-slots): Feature-level API contract for persona skill-slot assignment, capability constraints, and explainable refusals. - [Spaces and dashboard](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/spaces-dashboard): Feature-level API contract for spaces, dashboards, workspace home surfaces, and primary entry-state behavior in aiConnectedOS. - [Conversation split and route](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/split-and-route): Feature-level API contract for conversation drift detection, branch creation, and route-to-workspace decisions. - [Tasks](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/tasks): Feature-level API contract for task creation, assignment, prioritization, and task-to-chat workflows in aiConnectedOS. - [Dashboard whiteboards](https://secure-docs.aiconnected.ai/docs/api-reference/os/features/whiteboards): Feature-level API contract for dashboard-linked whiteboards, artifact placement, and board collaboration in aiConnectedOS. - [aiConnected modules overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-modules-overview): aiConnected Knowledge is an automated tool that transforms the painful manual process of creating knowledge bases for AI agents into a streamlined, deploymen... - [Webinar AI: Comprehensive Project Overview with Webinar Writer Feature](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-webinar): Introduction Webinar AI is an advanced, AI powered webinar platform designed to transform the way webinars are created, delivered, and experienced. By automa... - [Modules](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules): Documents in Modules. - [siteGuide](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/legacy-siteGuide-prd): User: Oxford Pierpont Created: 7/28/2025 19:26 Updated: 8/10/2025 15:02 Exported: 8/10/2025 15:04 Link: https://chatgpt.com/c/688806fb 9d10 8332 88f4 0d15f57... - [aiConnected Platform Industry Templates: The Complete Explanation](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/industry-templates/concept-overview) - [Concept Task List](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/industry-templates/concept-task-list) - [Developer Overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/industry-templates/developer-overview) - [Developer Quick Reference](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/industry-templates/developer-quick-reference) - [Industry Templates](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/industry-templates): Documents in Industry Templates. - [Opus PRD Handoff](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/industry-templates/opus-prd-handoff) - [Layout Manager](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/layout-manager): Documents in Layout Manager. - [Layout Manager Codex PRD](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/layout-manager/layout-manager-codex-prd) - [What is the Layout Manager?](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-business-platform/layout-manager/what-is-the-layout-manager) - [aiConnected Trademark & Brand Identity Documentation](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/aiConnected-trademark-and-patents/aiConnected-branding-and-trademark): Table of Contents 1. Executive Summary 2. Trademark Research & Findings 3. Brand Philosophy & Positioning 4. Visual Identity System 5. Logo Design Specificat... - [AiConnected Trademark And Patents](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/aiConnected-trademark-and-patents): Documents in AiConnected Trademark And Patents. - [trademark filing preparation](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-supporting-docs/aiConnected-trademark-and-patents/trademark-filing-preparation): PRE FILING PREP ☐ Conduct a trademark search Search the USPTO database (tmsearch.uspto.gov) for \"aiConnected\" and similar marks Look for confusingly similar... - [Data Flow Reference](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/data-flow-reference) - [hyperthyme investor overview](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-investor-overview): Neurigraph Hyperthyme Artificial Memory Framework Investor Overview By Oxford Pierpont The Simple Explanation Imagine you hired the smartest assistant in the... - [Neurigraph Hyperthyme Artificial Memory Framework](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-junior-dev-guide): Junior Developer Guide By Oxford Pierpont What Is Hyperthyme? Hyperthyme is a memory system for AI. Right now, when you chat with an AI like ChatGPT or Claud... - [Neurigraph Hyperthyme Artificial Memory Framework by Oxford Pierpont](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-master-project-checklist): Master Project Checklist Project: Hyperthyme — Persistent Memory Layer for AI Systems Goal: Build a fundable product with comprehensive documentation, workin... - [Hyperthyme Technical Architecture Document (TAD)](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-technical-architecture): Created: January 2026 Status: Draft Part of the Neurigraph Product Family What's Included: Section Content : : 1. Document Overview Purpose,... - [Neurigraph Hyperthyme Artificial Memory Framework](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/hyperthyme-technical-overview): Technical Overview for AI Practitioners By Oxford Pierpont Abstract Hyperthyme is a persistent memory architecture for large language models that addresses t... - [Hyperthyme Memory Framework](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework): Documents in Hyperthyme Memory Framework. - [Recall: Persistent Conversational Memory System](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/hyperthyme-memory-framework/legacy-memory-recall-overview): Overview Recall is a memory persistence layer for the AI brain that solves two fundamental limitations in current AI systems: 1. Context window limits — Conv... - [Clean Room Specification 01: MCP Knowledge Graph Memory Server](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/01-MCP-Knowledge-Graph-Memory-Server): Document Purpose This specification describes a persistent knowledge graph memory server that exposes graph operations (entities, relations, observations) th... - [Clean Room Specification 02: Multi Database Conversation Memory System (Markdown Memory Bank)](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/02-Multi-Database-Conversation-Memory-System): Document Purpose This specification describes a markdown file based persistent memory system for AI coding assistants. The system maintains project context a... - [Clean Room Specification 03: Schema Driven Knowledge Graph with Dynamic Tool Generation](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/03-Temporal-Knowledge-Graph-Adaptive-Decay): Document Purpose This specification describes a schema driven knowledge graph MCP server that automatically generates CRUD tools from JSON schema definitions... - [Clean Room Specification: Markdown Based Local Knowledge Graph with Hybrid Search](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/04-Markdown-Based-Local-Knowledge-Graph): Purpose of This Document This document specifies the complete architecture, data model, storage format, synchronization system, search implementation, and MC... - [Clean Room Specification: SQL Native Entity Memory Layer with Vector Search](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/05-SQL-Native-Entity-Memory-Layer): Purpose of This Document This document specifies the complete architecture, data model, and API surface of an SQL native entity memory system for AI assistan... - [Clean Room Specification: Hierarchical Agentic Memory with LLM Driven Auto Taxonomy](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/06-Hierarchical-Agentic-Memory-Auto-Taxonomy): Purpose of This Document This document specifies the complete architecture of a hierarchical memory system that uses LLM agents to automatically organize, ch... - [Clean Room Specification: AI Chat UI Component Library](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/07-AI-Chat-UI-Component-Library): Purpose of This Document This document specifies the architecture, component hierarchy, runtime system, and implementation patterns for a headless React comp... - [Clean Room Specification: Conversational AI App Shell Framework](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/08-Conversational-AI-App-Shell-Framework): Purpose of This Document This document specifies the architecture for a full stack conversational AI application framework built with React 19, Next.js (App... - [Clean Room Specification: Artifact Panel Starter Template](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/09-Artifact-Panel-Starter-Template): Purpose of This Document This document specifies the architecture for an artifact panel system that displays AI generated content alongside a chat interface.... - [Clean Room Specification: Lightweight Fact Based AI Memory API](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/10-Lightweight-Fact-Based-AI-Memory-API): Purpose of This Document This document specifies the architecture for a fact based AI memory system that automatically extracts, stores, deduplicates, and re... - [Clean Room Specification: Full Stack AI Memory Platform with Hybrid Search](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references/11-Full-Stack-AI-Memory-Platform-Hybrid-Search): Purpose of This Document This document specifies the architecture for a full stack AI memory platform that ingests, chunks, embeds, and retrieves content fro... - [Neurigraph Tool References](https://secure-docs.aiconnected.ai/docs/knowledge-base/neurigraph-memory-architecture/neurigraph-tool-references): Documents in Neurigraph Tool References. - [AiConnected Paper](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper): Documents in AiConnected Paper. - [CLAUDE.md Content Strategist AI](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-claude): This file provides guidance to Claude Code for working on the Content Strategist AI project. Project Overview Content Strategist AI is a white label SaaS pla... - [Content Strategist AI](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-design-spec-overiew): Design Specifications Last Updated: January 2, 2026 Design Owner: Manual Design (Google AI Studio conversion) Table of Contents 1. Design Philosophy 2. Color... - [Content Strategist AI](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-dev-overview): Developer PRD (Product Requirements Document) Last Updated: January 2, 2026 Target Platform: Dokploy on DigitalOcean Primary Developer Tool: Claude Code Tabl... - [Content Strategist AI](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-developer-prd): Developer PRD (Product Requirements Document) Last Updated: January 2, 2026 Target Platform: Dokploy on DigitalOcean Primary Developer Tool: Claude Code Esti... - [Content Strategist AI](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-product-overview): Product Summary Last Updated: January 2, 2026 Owner: Oxford Pierpont Corporation Executive Summary Content Strategist AI is a white label SaaS platform that... - [Paper by aiConnected](https://secure-docs.aiconnected.ai/docs/knowledge-base/aiconnected-apps-and-modules/modules/aiConnected-paper/paper-readme): `text