# AI transformation: my starting brief

Help me choose a useful AI pilot for our recurring management work. Map preparation, review and rework, identify source permissions and human approvals, compare pilot options, and propose a small test measured by accepted outputs and total effort. Keep final decisions and publication with the manager.

## My context
- Decision due:
- Evidence I am authorized to use:
- Constraints:
- Accountable owner:
- Next review:

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