SymptomAI uses a conversational agent to guide users through medical symptom assessments. Google AI Research designed the system to mimic clinical reasoning by asking clarifying questions based on patient input. It reduces diagnostic noise compared to static forms. This framework provides a blueprint for deploying specialized, high-accuracy agents in high-stakes healthcare environments.