Structured Clinical Data Extraction from Multi-Turn Conversational Health AI:Architecture, Optimization, and Validation at Scale

AI safetyLLM benchmarksAI evaluationmonitoring and evaluation

Jul 22

Written By Sarah Morris

LLMhealth AIAI benchmarkingAI evaluationcommunity intelligence

High-impact digital health tools are built around the human experience, not the technology. Co-design them with users for empathy, trust, choice, and cultural resonance.

A Multi-Layered Framework for Continuous Quality Assurance ofDeployed Conversational Health AI in Resource-Limited Settings