snapshot — the numbers
principles — apply with intent
- let ai handle repetition; keep judgment human.
- use cases: questions, booking, confirmations.
- tie to a metric and date.
- e.g., "−30% reply time in 60 days."
- track response, resolution, csat, hours saved.
- keep human override for edge cases.
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