The infrastructure layer between your organization and every AI tool.
contxtmd transforms documents, recordings, spreadsheets, and emails into a structured, versioned, AI-ready knowledge base — customized to how your organization actually works. Adopt a ready-made vertical application, have us build one for you, or plug your existing platform directly into our engine.
Engine
One engine. Three ways to make your organization AI-ready.
Whether you want a ready-made product, a platform built for your exact workflow, or an API for the app you're already shipping — we meet you where you are.
A ready-made vertical application.
Pre-shaped applications for startup founders, universities, innovation hubs, and specialized enterprise functions. Deploy in weeks, not quarters. Branded, configured, and tuned to your domain’s taxonomy out of the box.
Find your vertical →A custom build for your organization.
Hospital system? Sovereign wealth fund? Government innovation program? We scope, build, and deploy a branded contxtmd instance shaped around your taxonomy and workflow in 6–12 weeks.
Scope a build →Plug your platform into the engine.
REST API, MCP server, and TCP-compliant context packages. Let your app, your agent, or your RAG pipeline query structured organizational knowledge on demand. Standards-based. Portable. Documented.
Read the API docs →Built for organizations that hold the knowledge — and need it legible to AI.
Each vertical is shaped around the taxonomy and workflow of a specific audience. Pick the one that fits. If none do, we build one.
For Enterprise
Turn your Confluence, SharePoint, and Google Drive into an AI-ready knowledge operating system. Stop fine-tuning. Start structuring.
Custom build · Available See how it works →For Organizations
Institutional memory that survives staff turnover. Your COO, your new hire, and your AI tools can all pull from the same structured source.
Platform · Early access See how it works →For Education
Unify 15 years of institutional knowledge into one intelligence platform. Faculty, programs, research, events, facilities, alumni — all queryable.
Vertical · In pilot See how it works →For Startups
GitHub for company knowledge. Every investor question, every onboarding doc, every strategic decision — one source of truth every AI tool can read.
Vertical · Waitlist See how it works →For Innovation Hubs
Programs, portfolio, schemes, facilities, partnerships, compliance. Manage the whole accelerator, incubator, or innovation center from one intelligence layer.
Vertical · In deployment See how it works →For Developers
The missing infrastructure layer between organizational knowledge and AI applications. API, MCP server, SDK, and the open TCP spec. Build agents that know the org.
Platform API · Available See how it works →A leading research university turned 4,967 pages into institutional intelligence.
Fifteen years of institutional knowledge — faculty, programs, research, events, facilities, alumni — lived across three folder structures, six content management systems, and one Vice Chancellor's memory. contxtmd ingested the entire public and private corpus, built a ten-domain institutional taxonomy, and produced a ten-dashboard intelligence platform that sits behind the VC's single AI query interface.
Read the full case study →Scoped to how you use the engine.
Start free, scale to pro, buy a custom build, or pay for API usage. Every path starts with a conversation.
For founders and small teams.
Get started with the founder-shaped vertical application.
- Ready-made founder vertical
- Multi-format ingestion
- Claude / Cursor / NotebookLM exports
- Community support
For operating teams.
Full platform access with roles, permissions, and priority onboarding.
- Full platform access
- Team roles & permissions
- Auto-taxonomy generator
- Priority support + onboarding
For institutions with scope.
A custom vertical application, deployed in your infrastructure.
- Custom vertical application
- SSO, SAML, audit, redaction
- On-prem or VPC deployment
- Dedicated architect
Ready to make your AI tools actually know your organization?
Book a discovery call, join the waitlist, or read the TCP spec — whichever path fits where you are.