What we walked into.
Brazilian doctors face heavy patient loads, complex medical histories, and constantly evolving clinical guidelines — making it hard to spot patterns or reach the latest research in real time. The client needed a system that could analyze patient data on the fly, surface relevant research in Portuguese, and offer evidence-based treatment suggestions, all while fitting smoothly into a doctor's day and complying with strict local privacy laws.
The solution.
Built an AI-powered doctor's assistant designed specifically for Brazilian practitioners.
Real-time analysis of patient health patterns with diagnostic support and treatment recommendations.
Retrieval-augmented generation over Portuguese-language medical research, backed by fine-tuned models and a Pinecone vector store.
React frontend with LangChain orchestrating the AI workflows.
What changed.
Launched to a platform serving over half a million practitioners.
Doctors get pattern analysis and evidence-based suggestions without leaving their daily workflow.