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matobas

matobasmatobas
The Hardware-Development OS for Physical AI

Stop 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.

How matobas works: hardware and inputs are captured, the Sessions Engine drafts events, an engineer verifies them in the Outpost app, and they commit to the live database that updates Inventory, Action and Blueprint records.
Stage 02 · Understand

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.

Stage 03 · Record

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
hub.matobas.com
Matobas Hub Dashboard
hub.matobas.com/timeline
Matobas Hub Timeline