revenue-leakage
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Kalderos Found a $1 Billion Leak in America’s Drug-Discount Plumbing
Drug discounts are supposed to lower costs. The data underneath them is so fragmented that the same prescription can trigger multiple concessions. Kalderos built the reconciliation layer - and in 2026, Model N bought it.
Joyful Health
Joyful Health is a New York-based health-tech company building AI-powered financial infrastructure for healthcare revenue. Its platform connects fragmented revenue cycle systems - EHRs, billing software, clearinghouses, payer portals, and bank deposits - into a single structured view of every claim's lifecycle, then pairs AI with experienced revenue cycle operators to investigate denials, file appeals, and recover unpaid and underpaid insurance claims. The company targets the roughly $125 billion U.S. providers lose to denied and underpaid claims each year and charges on a performance basis tied to recovered revenue.
medaptus
medaptus is a Boston-based healthcare software company that automates the mid-revenue cycle for hospitals and physician groups. Its EHR-integrated tools - Charge Pro, Charge Infusion, Assign and medaptus Command - capture billable charges, code outpatient infusions, and distribute patients across care teams. Founded in 2000 by two physicians, the company has been trusted by hundreds of hospitals for more than two decades and was acquired by Volaris Group in 2020.
PointOne
PointOne is a New York-based AI platform that automates timekeeping, billing compliance, and firm intelligence for law firms. Instead of forcing attorneys to reconstruct their day in six-minute increments, PointOne passively captures activity across documents, email, calendar, web, and calls, then uses AI to generate complete, compliant, narrative time entries. Founded in 2023 by former Google engineers Katon Luaces and Jeremy Ben-Meir, the company raised a $16M Series A in 2026 (total funding ~$20M) and reports customers capturing 6-11% more billable time per day.