Skip to main content
ANICA — Automated Neural Intelligence for Coding & Auditing

Automated Neural Intelligence for Coding & Auditing

ANICA Medical Coding Platform

AI-native medical coding that automates HCC, E&M, and RAF coding with specialized AI agents — delivering audit-ready results at enterprise scale.

Every AI decision is backed by verifiable tool calls. No black boxes. Complete audit trails from clinical document to final code.

ANICA AI Medical Coding Platform — multi-agent intelligence for clinical coding
10,000+
Charts/Day
92.6%
Accuracy
100%
Auditable

Purpose-Built for HCC Coding

While others do general medical coding, ANICA specializes in what matters most — risk adjustment, MEAT validation, and RADV audit defense.

Coding Systems

  • ICD-10-CM/PCS (FY2026)
  • HCC V24 + V28 + RxHCC
  • CPT & HCPCS Level II
  • E/M (2021+ MDM guidelines)
  • HEDIS Quality Measures

Performance

  • 92.6% accuracy across all coding systems
  • 5-15 seconds per chart
  • 10,000+ charts/day capacity
  • Fast/Standard/Custom workflow paths
  • Batch and real-time API modes

Compliance

  • RADV readiness scoring per chart
  • Automated MEAT validation
  • Complete audit trails
  • Appeal letter generation
  • False positive reduction

How It Works: 5-Stage Pipeline

From clinical document to audit-ready code in under 45 seconds — transparent, traceable, and fully auditable at every step.

Explore the full pipeline