AI Chatbot Development for Clinics in India: A Compliance-First Playbook

Healthcare data is the most sensitive data your business will ever touch. Done wrong, an AI chatbot can leak PHI, violate DPDP, or send patients to the wrong specialist.

This playbook covers the architecture we use at Flowgent AI to build clinic chatbots — including per-clinic data isolation, encrypted PHI vectorization, audit logs, and the prompt-engineering patterns we use for symptom triage.

We close with a step-by-step rollout plan, from a single-doctor dental practice to a 40-doctor multi-specialty hospital.