Audit
Run a first-pass AI system audit.
Describe the current shape, failure signals, and operating constraints. The result is a short memo, not a vanity score.
Start from a system shape
Step 1 of 8
What are we looking at?
Pick the closest current shape. This sets the frame for the rest of the brief.
RAG / knowledge answerer