SymptomAI uses a conversational framework to guide users through medical symptom assessments. The system leverages large language models to mimic clinical reasoning while maintaining safety guardrails. It focuses on structured data collection to reduce diagnostic noise. This research provides a blueprint for Google to integrate specialized medical agents into consumer health products.