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What to ask before you trust an AI front desk

Demos are easy. Running on a system through a busy Monday is the real test. Here's the checklist we'd hand a clinic evaluating any AI receptionist.

Does it actually book, or just chat?

  • Can it write into the calendar you already use, not a separate one?
  • Does it respect real availability, room and clinician constraints?
  • What happens when a slot is taken between qualifying and booking?

How does it handle the messy cases?

  • Out-of-scope requests, clinical questions, urgent situations.
  • A patient who changes their mind mid-conversation.
  • The handoff to a human — is it clean, and does context carry over?

Will it fit your stack?

  • Practice management, records, messaging, telephony — what does it integrate with, and what's left manual?
  • Who owns the configuration when something needs to change?

Who's accountable after go-live?

The difference between a tool and a system is whether someone keeps it sharp. Ask who monitors it, who tunes it, and how fast it adapts as your clinic does.

That last question is the one we built HealthOS around. See how it answers it — book a call.