SymptomAI uses a conversational agent to guide users through everyday medical symptom assessments. The system integrates clinical knowledge with LLM flexibility to reduce diagnostic errors. Researchers focused on minimizing hallucinations during patient intake. This framework provides a blueprint for Google to deploy safer, specialized medical agents that supplement rather than replace professional clinical judgment.