HealthOS — Turn Lab Reports Into Real Answers

The average person typically receives a bunch of numbers in their lab report with no idea what is normal, no understanding of improvement, and no quick method to query their lab report — without having to search the web at 2 am and risking a site that’s not reputable. HealthOS fixes that. Simply upload a lab report (PDF file or even a picture) and HealthOS automatically pulls out all the values, highlights anything outside a healthy range and collapses it into a running health score that will update with each upload as it gets older. Each report follows on from the previous report and rather than just a single disconnected ‘snapshot' of progress, you are able to get an actual ‘snapshot' of improvement or not. It's accompanied by an AI chat assistant that already knows about your profile, medications, and lab history, allowing you to pose real questions to your bot and receive answers based on your own data, rather than general search data. HealthOS is a full stack application: OCR-powered report parsing, FastAPI backend, Structured health entries tracked over time in a PostgreSQL database, JWT-authenticated user accounts, with a Fireworks AI-powered assistant, and a React frontend, deployed end-to-end on free infrastructure (Vercel, Railway, Neon). We created HealthOS because the way we see it, knowing your health shouldn't require a medical degree or a doctor on speed dial — it should be something your data does for you.