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Field notes

The practical AI toolkit for small teams

AI is most useful when it removes a queue, not when it adds another dashboard.

01

Use AI at the edges

Drafting, triage, enrichment, and summaries are useful starting points because they reduce repetitive work without hiding the decision.

02

Keep the final call human

Put a review step around anything that changes customer relationships, money, or public commitments.

03

Measure minutes returned

The best first metric is not novelty. It is how much focused time your team gets back each week.