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The AI Workflow Audit: Find Five Opportunities

A worksheet for identifying useful, low-risk AI experiments.

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01 / Inventory the work

List ten tasks you repeat. Note how often each occurs and what makes it slow.

02 / Score the candidates

For each task, consider repetition, time spent, sensitivity, error impact, and ease of human review. Avoid high-risk tasks as your first experiment.

03 / Select a small pilot

Choose one task with clear inputs and measurable outcomes, such as structuring nonconfidential notes.

04 / Compare the result

Measure the time taken, accuracy, revisions needed, and whether the final result was genuinely better.

The idea, at a glance

01Task
02Frequency
03Risk
04Reviewability
05Pilot
Your next move: List five possible uses and circle the safest, easiest one to test.
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