Medical Coding Agent
Suggests ICD-10, CPT, and HCPCS codes from clinical documentation with audit-ready rationale for coders.
Coders face mounting documentation volume and complexity while payers demand precise ICD-10-CM/PCS, CPT, and HCPCS coding with clear clinical support
Manual coding is slow, variable across staff, and prone to missed secondary diagnoses or E/M level undercoding
Retrospective audits find unsupported codes that create compliance risk and overcoding exposure
Backlogs delay billing, extend A/R days, and increase reliance on costly outsourced coding overflow
The Medical Coding Agent reads clinical documentation for encounters and proposes ICD-10, CPT, and HCPCS codes with linked evidence spans and confidence scores. Coders review, accept, or amend suggestions in their native workflow rather than coding from a blank slate. Feedback from final coded claims and audit findings continuously improves suggestion quality and specialty coverage.
Assemble Encounter Documentation
- Collect notes, operative reports, path/radiology results, and problem lists
- Identify encounter type (IP, OP, ED, pro-fee) and coding guidelines in scope
- Detect incomplete documentation that should block final coding
Suggest Codes with Clinical Rationale
- Propose ICD-10-CM/PCS, CPT, HCPCS, and modifiers as applicable
- Link each code to evidence text and guideline references
- Score confidence and highlight uncertain or conflicting findings
Support Coder Review and Finalization
- Present side-by-side evidence for accept/edit/reject decisions
- Check NCCI, LCD/NCD, and payer-specific edits before handoff
- Capture coder amendments as training signal
Audit, Learn, and Report Quality
- Compare suggestions to final billed codes and external audit results
- Track productivity, query rates, and denial codes related to coding
- Refine specialty models for high-variance service lines