Architecture Overview: Doctors and nurses shouldn't have to fight with manual data entry. This application solves that by turning messy, unstructured clinical text into clean, standardized EMR data. Built with a Next.js frontend and a secure Node.js backend, the system routes raw notes directly to OpenAI's API. Under the hood, it uses an Agentic LLM workflow with engineered system prompts and Zod schema validation to force OpenAI to return perfectly categorized JSON. That parsed data is then streamed back to the UI in real-time via Server-Sent Events (SSE).
No clinical data parsed yet.