Case Study: Finalize Test Evidence and Record Decisions
Understand how to finalize test evidence and record decisions for AI use in secure federal workflows. Learn to define acceptance criteria, monitoring signals, and reassessment triggers while managing records responsibly per authorization boundaries.
The Secure GenAI Decision Packet pilot is approved in principle, and that approval is what makes the near-miss expensive. A fluent draft summary almost moved from working aid to official use with one wrong mitigation detail intact. The team cannot answer that with confidence using intentions or reputations. The team can only answer it with evidence that survives handoffs and time.
The pilot still sits in a CONDITIONAL GO stance, which means the “works” claim has a hard boundary. Sensitive incident details and internal integrations remain no-go until authorized-environment evidence and required controls are confirmed. The workflow stays non-NSS only and uses public or synthetic inputs only, as CP-02 recorded, while the NSS boundary question remains open with Security/CIO and ISSM/ISSO. Oversight now asks two questions that sound similar but are not. What proof exists that the workflow is good enough for the intended use, and what materials will be kept as records or routed for a records determination?
Frame the decisions that finish CP-07
CP-07 only becomes reviewable when it reads like a set of choices with owners, not like confidence in a tool. The Test, Validation, and Monitoring Plan has to state what “good enough” means for this pilot, how failure is detected, and what happens next. The Records Decision Log has to state what AI-related materials exist, where they live, how they are used, and who is consulted when status or ...