I’ll walk through high-level architectural decisions, implementation, and key challenges of integrating Voice AI into healthcare information systems, where patient data security and compliance are critical. The talk will also cover lessons learned from building a production-oriented voice AI prototype, highlighting how early design choices impact latency, system design, and data handling under real-world constraints.