When this fits
An AI pilot works in a demo, but your team needs a defensible decision about real users, sensitive data, quality, cost, and failure behavior.
What we examine
- The task, users, and acceptable failure modes
- Data access, permissions, and human review
- Evaluation data and measurable release criteria
- Security, latency, cost, monitoring, and recovery
What you receive
A written risk register, the evidence still needed for release, and a sequenced production plan. The scope and access needed for the review are agreed before work begins.
See the sample review format for the questions and decision record we use. It is a template, not a client case study.