SymptomAI uses a conversational agent to guide users through symptom assessment via structured dialogue. Google researchers designed the system to reduce noise in patient data before it reaches clinicians. The tool focuses on accuracy in triage rather than diagnosis. This provides a blueprint for automating preliminary patient intake in clinical settings.