Phase 166 ยท Authority, benchmarks, and playbooks layer

Med Spa AI Ops Benchmark

Med Spa AI Ops Benchmark for service-business AI operations: risks, best first system, and owner KPI.

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Typical risk

consultation booking

Best first AI system

no-show recovery

Owner KPI

booked consults and reactivation replies

Recommended stack

Lead capture, follow-up automation, owner dashboard, and monthly reporting.

What not to automate yet

Do not replace sensitive human judgment or unclear process ownership.

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