ClaimClarity

ClaimClarity helps patients avoid surprise medical bills by turning confusing insurance documents into a clear, actionable estimate. Users upload or forward an Explanation of Benefits (EOB), pre-auth letter, or itemized bill; the app extracts key fields (CPT/HCPCS codes, allowed amount, deductible, coinsurance, out-of-network flags) and produces a plain-English breakdown of what’s likely owed and what to dispute. It generates a call script and a dispute packet template (appeal letter, missing-info checklist, and questions to ask billing). It also tracks deadlines for appeals and pre-auth renewals. This is not a magic “bill reduction” app—accuracy depends on document quality and plan rules—so the product is transparent about confidence levels and prompts users to confirm details. Best used before paying, when leverage is highest.