Knowledge squared
Captured knowledge is the floor. Once the brain holds your meetings, agent sessions, and code, it can start generating inferences: what is likely to break, what will not scale, which assumptions contradict each other. Each inference goes to your senior engineers for a yes, a no, or a correction, and every verdict is new knowledge nobody had written down. An hour of yes, no, and corrections from a veteran captures more than an hour of writing docs ever would. That is the squared part.
The loop
- 01 READ
- The codebase, plus onboarding sessions with your principal engineers.
- 02 INFER
- Likely failure points. What will not survive 10x load. Where two teams hold contradicting assumptions.
- 03 VERDICT
- You or your principal engineer answers each one: yes, no, or here is why you are wrong.
- 04 STORE
- The verdict lands in the brain, citable like everything else, and the loop runs again.
Three kinds of verdict
- YES
- Confirms a risk nobody had ranked.
- NO
- Kills a plausible worry before it wastes a sprint.
- CORRECTION
- A veteran explaining why the obvious reading is wrong. The knowledge that never reaches a wiki.
Answer: What it produces
Ask in a meeting or from an agent. The answer comes back with the verdict a veteran gave and the session it came from.
Gated for correctness and PII, then one answer is served back to the harness that asked.
From CentralView, the live map of your deployment. Mock company.
Two gates, one answer, the source attached.
Where it stops
The rate depends on how much your veterans engage with the inferences, and it does not compound forever.
Capture first
Per our 120+ interviews with tech leads, capture is where most of the lost knowledge sits.
- Day 1One setup call, then our engineer deploys the brain inside your VPC.
- Week 1Your meetings and agent sessions start flowing in.
- Week 2First answers that used to need a veteran: why a decision was made, which fix actually worked, who owns what. Each one cites the meeting or session it came from.
- Day 30Questions that used to wait on a Slack thread come back in seconds, with sources. Your coding agents pull the same answers over MCP.
After day 30: inference runs on top of the captured base.
Your data
- Deployed in your private cloud.
- Your data never leaves it.
- We never train on it.
- If you leave, the brain is torn down.