PlainMed
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

PlainMed AI — Understand Your Health, One Report at a Time PlainMed AI is a privacy-first, multilingual medical report understanding assistant that transforms complex laboratory reports into clear, understandable, and verifiable explanations. Medical reports are often filled with technical terminology, confusing reference ranges, and unfamiliar abbreviations. For millions of patients, especially in underserved and multilingual communities, understanding these results can be difficult. PlainMed bridges this communication gap by combining deterministic medical data extraction with Meta Muse-powered natural language explanations. Users can upload a blood-test report, review the extracted findings, and receive accessible explanations of what the report says. Every numerical finding is extracted directly from the source rather than generated by an AI model, reducing the risk of fabricated values. The system also connects explanations to the original report lines, allowing users to verify the evidence behind each statement. Our Meta-powered expansion adds conversational report exploration, multilingual explanations, and interactive understanding checks. Users can ask questions about unfamiliar medical terms and generate relevant questions to discuss with their healthcare professionals.