Architecture review
We review an existing AI system or design: its evidence path, saved state and failure modes.
We also check authority boundaries. You receive a written risk report and a practical plan.
typical: 2–3 weeksWORK WITH US / ENGAGEMENTS
For organizations where AI answers need sources and actions need owners.
Describe your decision problemFOUR WAYS TO ENGAGE
Start with the smallest format that can produce a decision.
We review an existing AI system or design: its evidence path, saved state and failure modes.
We also check authority boundaries. You receive a written risk report and a practical plan.
typical: 2–3 weeksWe design and build from the decision problem to a working governed loop.
You receive an inspectable MVP, documentation and a complete handoff.
typical: from 6 weeks to MVPWe run a pilot in your domain and data, with success criteria agreed first.
Either side can stop when results do not support continuing.
typical: 4–8 weeksAfter launch, we watch system behavior, handle operational failures and improve answer quality and source support.
Planned support only; it is not round-the-clock on-call coverage.
typical: monthly, ongoingWHO THIS IS FOR
These situations need explicit system controls.
Thousands of documents, but every answer must point to a specific source.
A counterparty must be checked and the final decision kept with its supporting record.
Decisions happen in messages, and half the agreements lose their owner.
Research runs for months, and every conclusion needs a visible origin.
HOW AN ENGAGEMENT RUNS
At every stage, you can see what has changed and decide whether to continue.
We define the decision, users, sources and cost of failure; you receive a brief and choose whether to continue.
You receive the scope, success criteria and stop conditions before build work.
We assemble the smallest useful system; you receive the first working loop.
We test failures together; you receive results and decide whether to stop or revise.
You receive the system, documentation and operating plan, then decide whether to expand.
WHAT YOU GET
An inspectable system, not a black box.
An evidence path for every material answer.
Replayable state and documentation for recovery.
A handoff without vendor lock; self-hosted by default.
ENGAGEMENT BOUNDARY
We don't sell model access or generic chatbots, and nothing here is investment or legal advice.
COMMON QUESTIONS / PUBLIC ANSWERS
Short answers about the lab, engagement boundaries and private mode.
START WITH THE DECISION