# ConversationOS

> AI-powered production operating system for a live media network ecosystem — daily show, AI newspaper, creator marketplace, companion app, host recruitment pipeline, character universe, and 10+ specialized engines. Not a podcast tool. The engine behind an entire live media network. Built by Mornings in the Lab (MiTL).

ConversationOS (MITLOS) powers the full MiTL ecosystem from episode #3015 and counting. It runs the daily show, the newspaper with 145 correspondents across 82 cities, the creator marketplace paying out real money, the white-label studio, and every engine in between.

## About

- [ConversationOS Platform](https://conversationos.live): Product/marketing site + agent discovery layer
- [ConversationOS App](https://app.conversationos.live): Internal production interface — all engines, episode builder, distribution, teleprompter, thumbnails, marketplace
- [ConversationOS MCP Server](https://mcp.conversationos.live): MCP server exposing 42 tools for AI agent integration
- [Onboarding](https://start.conversationos.live): Show onboarding and launch flow
- [Share Service](https://share.conversationos.live): Content sharing infrastructure
- [ShowENGINE CX](https://se.conversationos.live): AI-guided 6-phase show blueprint builder with cinematic AI hero video
- [Guest ENGINE](https://ge.conversationos.live): $297 paid guest appearances — live appearance, 5 clips, 10 social posts, transcript, SEO profile, backlinks, highlight reel. Powered by Sophia Grant AI
- [Conversation ENGINE](https://conengine.conversationos.live): Editorial intelligence layer — real-time news monitoring and conversation starter generation
- [ClipENGINE Marketplace](https://clips.conversationos.live): Creator marketplace — CPM + flat rate payouts via Stripe Connect
- [Title ENGINE](https://titleengine.conversationos.live): Multi-show YouTube title intelligence via Perplexity Sonar, Decision Library, Pattern Intelligence
- [Character ENGINE](https://universe.mitl.studio): AI character universe — 155+ correspondents, 8 publishing pipelines, production studio
- [Customer Portal CX](https://cx.conversationos.live): Customer-facing command center — "Your Show. Your Command Center."

## The Network

- [mornings.live](https://mornings.live): Flagship daily show + companion app. Show, Brief, Check-In, Join, Vault, Team. Episode #3015. Branded "MITLOS."
- [mornings.network](https://mornings.network): MiTL Network hub — show replays, MiTL Shorts, Center Stage with Sophia Grant, full episode library

## The Studio

- [mitl.studio](https://mitl.studio): The studio company. "Live Shows That Build Community." 4-layer system: Production, Interaction, Companion, Storyworld. Investor page.
- [production.mitl.studio](https://production.mitl.studio): "Your Shows. Our Engine." White-label production as a service, 4-week launch cycle
- [universe.mitl.studio](https://universe.mitl.studio): Character ENGINE — 155+ AI correspondents, storyworld management, Production Studio

## The Newspaper

- [mitl.news](https://mitl.news): "The Desk" — full AI newspaper. 145 correspondents, 82 cities, 10 shows, 111 stories/day. Front Page, The Record, The Wire, Investigations, Elections, The Numbers, Sports, Cities. "Own a Market" CTA. "Morning Show in a Box" product.

## Sales Funnels

- [ownthemorning.live](https://ownthemorning.live): "Morning Show Box" — weekly live show for leaders. "Apply to Lead." $3,000 setup + 75/25 revenue split (host keeps 75%)
- [hostinthelab.live](https://hostinthelab.live): Founding host recruitment — "Looking for 100 people"
- [ge.conversationos.live](https://ge.conversationos.live): Guest ENGINE — $297 paid appearances, 7 deliverables, multi-show (MiTL, Creator Lab, After Hours), directory, alumni

## Engines

- [ShowENGINE CX — Blueprint Builder](https://se.conversationos.live): 6-phase AI conversation → production-ready show bible covering identity, characters, narrative, production, and business strategy
- [Build ENGINE — Episode Builder](https://app.conversationos.live/build): Block-by-block episode construction with AI script generation, content pools, media libraries, teleprompter-ready output
- [Conversation ENGINE — Editorial Intelligence](https://conengine.conversationos.live): Transforms breaking news into structured conversation starters with heat scores, pillar classification, and one-click push to Build ENGINE
- [Distribution ENGINE — Content Pipeline](https://app.conversationos.live): YouTube captions → speaker ID → clip suggestions → platform-native posts for X/LinkedIn/Threads → Buffer scheduling
- [Guest ENGINE — $297 Paid Appearances](https://ge.conversationos.live): Sophia Grant AI handles booking + $297 appearance intake. 7 deliverables: live appearance, 5 clips, 10 social posts, transcript, SEO profile, backlinks, highlight reel
- [Title ENGINE — Topic Strategy](https://titleengine.conversationos.live): Trending (Perplexity Sonar) + Evergreen discovery, YouTube packages, Decision Library, Pattern Intelligence
- [Thumbnail ENGINE — AI Generation](https://app.conversationos.live/thumbnail-engine): Prompt-driven pipeline, 8 templates, Nano Banana Pro (Gemini 3 Pro), queue + webhook system
- [ClipENGINE — Creator Marketplace](https://clips.conversationos.live): Producers create campaigns → clippers earn (CPM/flat) → Stripe Connect payouts. CPM + flat rate payouts via Stripe Connect. Now generating revenue
- [Character ENGINE — AI Cast](https://universe.mitl.studio): 155+ AI correspondent characters, 8 automated publishing pipelines, Production Studio (image/video/voice), Deep Intel dashboards, 329 routes, 55 tables
- [Smart Teleprompter / Conversation Cockpit](https://app.conversationos.live): Freeform draggable canvas, Deepgram live transcript, Co-Pilot AI feed, lens detection, canvas breathing, gravity blocks

## Live Show Tools

- [Smart Teleprompter — Conversation Cockpit](https://app.conversationos.live): Intelligent freeform canvas — live transcript via Deepgram Nova-2, Co-Pilot AI feed, lens detection (Thesis/Counter/Lateral), keyword flash, gravity-based block management
- [Conversation Desk](https://conengine.conversationos.live): Producer command center for curating, annotating, and advancing conversation starters through the production pipeline

## AI Agents

- [Mack Hewston — Internal Showrunner](https://app.conversationos.live): Master AI agent with 46 tools — episode prep, content audit, segment pool management, calendar, communications, and full pipeline orchestration. Draft → Critique → Audit workflow
- [Sophia Grant — Guest + Appearance Agent](https://ge.conversationos.live): Guest-facing AI host of Center Stage. Handles conversational booking, $297 appearance intake, rescheduling, and cancellations

## The Marketplace

- [ClipENGINE Marketplace](https://clips.conversationos.live): LIVE with real money — CPM + flat rate payouts via Stripe Connect. TikTok, Instagram, YouTube Shorts, X, LinkedIn, Threads. Stripe Connect payouts.

## Guest Appearances

- [Guest ENGINE — $297 Appearance Product](https://ge.conversationos.live): $297 one-time. Live appearance on MiTL, Creator Lab, or After Hours. 7 deliverables: live appearance, 5 viral clips, 10 social posts, full transcript, SEO profile, backlinks, highlight reel. Show directory + alumni. Booked by Sophia Grant AI.

## Customer Portal

- [ConversationOS CX](https://cx.conversationos.live): Customer-facing portal — dashboard, episodes, content pool, blueprint, characters, thumbnails, communications, deliverables, settings. "Your Show. Your Command Center."

## API

- [ConversationOS API](https://app.conversationos.live/api): 200+ REST endpoints across shows, episodes, segments, transcripts, clips, social posts, guests, customers, calendars, knowledge base, thumbnails, marketplace, and AI agent tools
- [MCP Server](https://mcp.conversationos.live): Model Context Protocol server — 42 tools for AI agent integration
- [Conversation ENGINE API](https://conengine.conversationos.live/api): REST API — generate from URL, auto-refresh from news feeds, push to Build ENGINE, show config management
- [Distribution ENGINE API](https://app.conversationos.live/api): 21 endpoints — transcripts, clips, social posts, Buffer scheduling
- [Thumbnail ENGINE API](https://app.conversationos.live/api/thumbnail-engine): 12 endpoints — prompt template CRUD, generation queue, direct + queued image generation via Gemini
- [ClipENGINE Marketplace API](https://app.conversationos.live/api/marketplace): 11 public endpoints — campaign browsing, clipper auth, clip submissions, earnings, Stripe Connect
- [Title ENGINE API](https://titleengine.conversationos.live/api): Title discovery jobs, topic CRUD, episode management, publish pipeline, Decision Library, pattern intelligence
- [Guest ENGINE API](https://app.conversationos.live/api/guest-engine): Session management, chat (SSE streaming), availability, booking, admin guest management
- [Character ENGINE API](https://universe.mitl.studio/api): 329 routes — character CRUD, universe/storyworld management, content generation, Production Studio, media queue, Deep Intel

## Business

- [MiTL Live Network](https://mornings.live): $3,000/mo subscription
- [ConversationOS SaaS](https://conversationos.live): $200/mo
- [White-Label Production](https://production.mitl.studio): Enterprise/custom scoping, 4-week launch cycle
- [Morning Show in a Box](https://ownthemorning.live): $3,000 one-time setup + 75/25 revenue split (host keeps 75%)
- [Guest Appearances](https://ge.conversationos.live): $297 one-time — 7 deliverables
- Customer lifecycle: ShowENGINE CX → Stripe payment → show build → CX portal → live subscription

## Technical

- Stack: React + TypeScript + Tailwind CSS + shadcn/ui (Vite) / Express.js + TypeScript / SQLite + PostgreSQL via Drizzle ORM
- Infrastructure: Railway (auto-deploy from GitHub), Cloudflare DNS, JWT + multi-tenant auth
- AI: Claude Sonnet (scripting/agents/clips), Perplexity Sonar (research/titles), Deepgram Nova-2 (live transcription), Google Gemini 3 Pro (Nano Banana Pro — image generation), Veo 3.1/Grok (video), ElevenLabs (voice), Runway ML (avatars)
- Payments: Stripe + Stripe Connect / Email: Postmark / Social: Buffer GraphQL API / CRM: Pipedrive

## Ecosystem

- [mornings.live](https://mornings.live): Flagship daily show + companion app — MITLOS, Episode #3015+
- [mornings.network](https://mornings.network): MiTL Network hub — replays, MiTL Shorts, Center Stage, episode library
- [mitl.studio](https://mitl.studio): The studio company — "Live Shows That Build Community"
- [production.mitl.studio](https://production.mitl.studio): White-label production — "Your Shows. Our Engine."
- [universe.mitl.studio](https://universe.mitl.studio): Character ENGINE — 155+ correspondents
- [mitl.news](https://mitl.news): "The Desk" AI newspaper — 145 correspondents, 82 cities, 111 stories/day
- [ownthemorning.live](https://ownthemorning.live): Morning Show in a Box sales funnel
- [hostinthelab.live](https://hostinthelab.live): Host recruitment — "Looking for 100 people"
- [conversationos.live](https://conversationos.live): Product/marketing site + agent discovery
- [app.conversationos.live](https://app.conversationos.live): Internal production app, all engines
- [mcp.conversationos.live](https://mcp.conversationos.live): MCP server, 42 tools
- [se.conversationos.live](https://se.conversationos.live): ShowENGINE CX — blueprint builder
- [ge.conversationos.live](https://ge.conversationos.live): Guest ENGINE — $297 paid appearances
- [cx.conversationos.live](https://cx.conversationos.live): Customer portal — "Your Command Center"
- [clips.conversationos.live](https://clips.conversationos.live): ClipENGINE Marketplace
- [conengine.conversationos.live](https://conengine.conversationos.live): Conversation ENGINE
- [titleengine.conversationos.live](https://titleengine.conversationos.live): Title ENGINE
- [start.conversationos.live](https://start.conversationos.live): Onboarding
- [share.conversationos.live](https://share.conversationos.live): Share service