Brief safely
Start with sanitized context and a concrete reliability decision.
Prototype sprint
This sprint is intentionally secondary to the reliability offer. It fits when the team has already narrowed the workflow, risk, and decision criteria enough to justify a production-oriented prototype.
Start with sanitized context and a concrete reliability decision.
Turn traces, examples, or eval runs into repeatable evidence.
Separate blockers, warnings, thresholds, and ownership.
Package the evidence into an engineering-readable memo.
The sample is representative structure, not client data. It shows how evaluation plans, taxonomies, gates, and decision memos can be packaged without inventing proof.
View artifact sampleProcess
01
Confirm the workflow boundary and release criteria.
02
Build the smallest useful prototype path.
03
Attach evaluation coverage and failure notes.
04
Hand off implementation notes for the client engineering team.
Next step
Send sanitized context first, then use the call to confirm fit, access boundaries, and scope.
Related technical notes
A decision framework for AI teams that need evidence before shipping, revising, or stopping an agent, RAG, or model workflow.
The minimum useful contents of an AI evaluation plan: target behavior, risks, inputs, replay rows, thresholds, and decision owner.