Three modules. One denial-to-recovery pipeline.

Denial Analytics

Before you can fix denials, you need to see them clearly. Denial Analytics breaks down every rejected claim by payer, plan, denial code, department, and provider — and ranks each by recoverability likelihood, so your team works the highest-value cases first instead of the easiest ones.

• Root-cause tagging across every CARC/RARC category
• Payer scorecards showing which plans deny most often, and why
• Trend alerts when a payer shifts policy or denial behavior changes

Appeal Drafting Engine

This is where the retrieval-augmented model does its heaviest lifting. For each denial, the engine retrieves the exact payer policy clause and plan language relevant to the rejection, cross-references it against the claim's clinical documentation, and produces a fully cited first-draft appeal letter — ready for a specialist to review, not a blank page to start from.

• Citation-backed drafting, not generic appeal templates
• Editable drafts with inline policy references
• Multi-payer template logic that adapts structure to each payer's appeal format

Payer Policy Knowledge Base

Every appeal 8Medicore drafts is grounded in this layer — a continuously refreshed index of payer medical policies, plan documents, LCDs/NCDs, and relevant state and federal regulatory guidance. Because this index updates independently of the reasoning model, policy changes don't require retraining anything; they just update the source material the system retrieves from.

• Auto-refreshed policy ingestion as payers publish updates
• Version tracking, so you can see exactly which policy version an appeal cited
• Coverage spanning major commercial payers, Medicare Advantage, and state Medicaid programs

How the modules work together

Analytics tells you where the problem is. The Appeal Drafting Engine tells you what to do about a specific case. The Policy Knowledge Base is the foundation both other modules are grounded in. Most pilot hospitals start with Analytics to establish visibility, then layer in drafting once they've identified their highest-volume denial categories.