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flow-knowledge-to-doctor-referral

Flowcanonicalverified 2026-07-27

FLOW.KNOWLEDGE-TO-DOCTOR-REFERRAL

Flow — Knowledge to doctor referral

Summary

User asks a red-flag medical question in AI chat → app refuses → offers doctor-finder. Safety escape hatch.

Audience

any Partner

Entry

User types a question in surface-mobile-knowledge-ai-chat that matches a red-flag category (dosage, diagnosis, emergency).

Steps

# Step Surface Notes
1 Message sent surface-mobile-knowledge-ai-chat User asks e.g. "How much paracetamol is safe in 2nd trimester?"
2 Safety filter (Haiku 4.5) Classifies as red-flag: dosage
3 Refusal surface-mobile-knowledge-ai-chat-refusal Warm refusal explaining why + doctor-finder CTA
4 Log to journal (optional) surface-mobile-journal-list "Save this to ask at your next appointment"
5 Doctor finder (link-out) Curated list of partnered OB-GYN + IVF clinics (see gtm-india). Link-out only; no in-app booking

Exit

User has either (a) saved the question for next appointment, (b) clicked a doctor link, or (c) closed the refusal.

Escapes

  • User rephrases and asks again → safety filter runs again; refusal is stateful, message escalates: "I still can't answer this. Let me help you find a doctor."
  • Emergency phrasing ("bleeding a lot", "no fetal movement") → immediate escalation with red banner + Indian emergency number + closest OB-GYN.

Sources

Every project of mine is written down like this.

Read the résumé