Launch HN: WorkDone (YC X25) – AI Audit of Medical Charts

Hey HN! We’re Dmitry, Sergey, and Alex, co-founders of WorkDone. In one sentence: we built an AI product that audits medical documentation in real time to catch and fix errors before they turn into treatment mistakes or denied insurance claims. We got interested in this problem when we saw how often small documentation slip-ups can snowball into huge financial, legal, and even life-threatening outcomes. Sometimes it’s just a mistyped medication time or a missing discharge note - basic stuff - but when you’re dealing with claims and regulatory rules, a minor error can trigger an automatic denial. Wrong copy-pasting on a discharge note will be uncovered by the insurance provider and will cost stressful appeal. By the time an overworked clinical or compliance team discovers it, it’s usually too late to just fix it. Our own experiences hit close to home: Dmitry’s family member faced grave consequences from a misread lab result, and Sergey comes from a full medical family that’s battled th ... Read full article.