Your systems know things your agents can't reach
one org brain, federated across the systems you already run.
The problem
Your proprietary data, instruments, simulators and internal services are exactly what would make an agent valuable, and none of them are reachable. Every question becomes a human export, a copy-paste, and a stale spreadsheet. Meanwhile whatever one engineer's agent works out stays with that engineer.
What ships
- 01
repos, tickets, docs, instruments and databases as first-class tools
- 02
canonical data contracts between stacks
- 03
shared semantics, so what one team's agents learn serves the rest
- 04
handoff: contract spec plus reference implementations, you own both sides
Acceptance criteria
- Canonical data contracts between stacks, specified and versioned.
- Repos, tickets, docs, instruments and databases callable as first-class tools, owned by you.
- An agent can answer a real question end to end against live systems.
- What one team's agents learn is retrievable by every other team, not siloed per engineer.
Engagement shape
scope call → build sprint (3–4 wk, fixed) → handoff
Ideal for
Research teams whose hardest-won knowledge is trapped in the systems fewest people can query.
Quoted per team, surface, system or pipeline. No hourly billing, no open-ended retainer.