Healthcare Case Study

Using Data, Not Drama, to Win Medical Appeals

Meet the AI agent turning NOs into YESes

The Medical Appeal Agent helps healthcare providers recover revenue by generating compliant, insurer-specific appeal letters in under 90 seconds.

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More appeals submitted without hiring more staff

70-90%

Approval rate for AI-generated appeal letters

90%

Reduction in time spent drafting each appeal

Challenge

The bottleneck

Every denied claim is a revenue opportunity, but manual appeals take 15 to 45 days and create backlogs for care teams, finance teams, and patients.

Solution

Faster, smarter revenue recovery

Trained on 100,000+ historical approvals, the agent analyzes denials, identifies medical and legal precedent, and drafts appeal letters automatically.

How it works

From workflow pain to automated execution

Understands the denied claim

Ingests denial reasons, clinical codes, documentation gaps, and payer-specific rules.

Learns from successful appeals

Cross-references approvals across insurers, procedures, and patient types to find what worked.

Builds the appeal letter

Aligns policy language, coding standards, and clinical guidelines into a compliant case.

Delivers in under 90 seconds

Generates appeals in real time and integrates with claim management workflows.

Why it matters

Recover revenue that was previously written off
Empower billing teams to focus on high-value work
Respond to denials faster than ever before
Achieve ROI in days, not months

Using Data, Not Drama, to Win Medical Appeals

The bottleneck

Faster, smarter revenue recovery

From workflow pain to automated execution

Understands the denied claim

Learns from successful appeals

Builds the appeal letter

Delivers in under 90 seconds

Why it matters

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