matobas
matobasStop documenting the past.Start building the future.
Privacy-first capture hardware feeds one live database of everything you build — query it any way you want: your AI agents read it over MCP, your team asks in plain language, and it writes the documents for you. The Outpost app and Hub grow on top.
Built for all things hardware, biotech labs, robotics, assembly lines & physical AI.
The hardware that captures reality.
From raw capture to verified truth.
The AI structures every capture into a proposed event — then an engineer verifies it. Nothing reaches your records until a human approves it.
Sessions Engine
Every input — camera, audio, Slack, CAD — becomes one AI-interpreted Session describing what physically happened.
Outpost
Review and approve Sessions, stay on top of notifications, and manage the whole workflow from Outpost, the engineer-first app.
Timeline
Once a Session is approved it commits here — the live, queryable record of everything that's been verified.
One live database. Query it any way you want.
Every capture, part, and change becomes one live database of your build. Your AI agents read it over MCP, your team asks in plain language, and it writes your docs and audit trail — all from an append-only record nothing can silently rewrite.
Explore the Hub

Everything that powers the build.
Core Platform Overview
Explore the architecture, core logic, and the Outpost app behind the Matobas engine.
Input devices
Discover our integrated hardware — Iris (clip-on), Oracle (cameras), and pendants.
Use Cases
See how Matobas accelerates development in Physical AI and Biotech.
Our Mission
Read the Matobas Manifesto and our mission to uncage craftsmanship in physical AI.