# Enterprise AI case evaluation worksheet

Complete this for one case, then one bounded local proposal. Unknown is an acceptable answer. This blank worksheet is not proof of testing.

## Public case
- Company / source IDs / URLs:
- Source publication dates (or unknown) / date checked:
- Task and intended users:
- Input data / output artifact:
- Stated human role / authority:
- Company/vendor-reported result (exact scope, if any):
- Independent corroboration, if any:
- Adoption versus task-quality versus business-outcome evidence:
- Evidence limits and unresolved questions:
- Editorial lesson / what does not transfer:

## Local proposal
- Task owner / reviewer:
- Approved source set and permitted readers:
- Data sensitivity / excluded data:
- Draft output / prohibited actions:
- Synthetic or approved evaluation cases:
- Acceptance checks / failure and escalation conditions:
- Baseline / review effort / errors / rework to measure:
- Provider/product/contract and subprocessors:
- Training use / retention / deletion / region:
- Document entitlements / connector scopes / logs:
- Access revocation and changed-source behavior:
- Open questions and owner:
- Decision: research / bounded pilot approved / hold, with actual evidence: