AGENT 14 / 11 · RETAIL & E-COMMERCE · REVENUE CYCLE MANAGEMENT (RCM)

Claims Denial Triage Agent

Diagnoses why a claim was rejected, drafts the appeal, and prioritizes the queue by recoverable value — so billing staff work the highest-value denials first instead of the oldest.

READS FROMDenied claims queue, payer denial-reason codes

MCP SERVERHealthcare Data Server

MODELRouted to reasoning-tier open model

HANDS OFF TOMedical Coding Compliance Agent

RUN THE AGENT

Set your denial volume, model the recovery

Adjust denial volume and appeal success rates and the agent recalculates incremental recovery and staff hours saved instantly.

ASSUMPTIONS

Monthly denied claims 2200

Average claim value (£) 650

Denials that are appealable 85%

Appeal success rate, without agent 35%

Appeal success rate, with agent 68%

Manual time per appeal (hrs) 1.5

Time saved by agent drafting 60%

Staff cost per hour (£) 35

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Appealable denials / month

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Incremental £ recovered / month

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Appeal success rate uplift

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Staff hours saved / month

Metric	Value

HOW IT WORKS

What the agent actually does

1. Diagnose the denial	Reads the payer's denial-reason code alongside the original claim to identify the root cause.
2. Draft the appeal	Compiles supporting documentation and drafts an appeal letter addressed to the specific denial reason.
3. Prioritize by recoverability	Ranks denials by claim value and appeal success likelihood so staff work the highest-value cases first.
4. Hand off	Routes drafted appeals to billing staff for review and submission, and feeds denial-reason patterns back to the Medical Coding Compliance Agent.