LabLinker

LabLinker is a web + mobile AI app that converts scattered lab results into a single, longitudinal “personal baseline” and flags meaningful deviations early. Users connect major lab portals (or upload PDFs), and the app normalizes units, trends biomarkers over time, and explains what changed relative to their own history—not generic reference ranges. It generates a clinician-ready summary (one page) with trend charts, medication/supplement changes, and questions to ask at the next visit. It also supports condition-focused tracking packs (e.g., thyroid, lipids, prediabetes, iron) with reminders for re-testing windows and lifestyle experiments. This is not a diagnostic tool; it’s a data organization and decision-support layer. Realistically, the hardest part is clean data ingestion from messy PDFs and inconsistent lab naming, so the MVP should start with uploads + a few supported portals and expand gradually.