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MedCoding Copilot automates ICD-10 / PCS coding from clinical documentation — then forces every claim through CMS rules, guardrails, and coder review so you ship faster and audit-ready.
Hospitals & HIM get faster drafts with coder control. Payers get cleaner claims and fewer avoidable denials. RCM teams and partners get an AI + rules platform at lower TCO than legacy encoders.
An AI medical coding automation service that turns clinical notes, discharge summaries, labs, meds, and procedures into accurate ICD-10-CM and PCS codes — with built-in compliance checks and human-in-the-loop review before billing.
Incorrect or incomplete codes drive claim denials, revenue leakage, and audit risk. LLM-only tools can hallucinate “clean-looking” codes. Legacy encoders are expensive and still human-heavy. MedCoding Copilot sits in between: AI speed + CMS rule enforcement + coder governance.
Captures PDX/ADX/SDX, chronic comorbidities, Z-codes, complications, and PCS — not a stub list of a few codes.
Deterministic April 2026 ICD-10 pipeline: validity, Excludes1, combinations, sequencing, sepsis, redundancy, and mutual exclusion — with guideline citations.
Hard filters remove clinically impossible OB/GYN, prostate, and perinatal codes before expensive validation agents run.
Senior ICD expert validation and payer/audit double-check of principal diagnosis and DRG risk before finalize.
Every rule drop stays visible. Coders edit or delete; anything left in the queue restores into the final list on Submit for Review.
Stop at safe phase boundaries. Reload the account later — stages, warnings, and review queue remain for a full audit trail.
Five phases. One auditable journey from chart to claim-ready codes.
LLM reads notes, PMH, meds, labs, vitals, and procedures → full ICD + PCS set.
Hard filters for impossible sex- or age-specific codes.
Senior ICD agent confirms or corrects PDX per official guidelines.
Payer/audit agent checks DRG risk, gaps, and reconciliation.
11-stage CMS pipeline, excluded-code queue, DRG Best-PDX, then coder-governed submit.
Typical net revenue recovery opportunity per facility via complete CC/MCC + Z-code capture.
Guideline-clean claims at submit — fewer Excludes1, impossible codes, and PDX disputes.
Target coding-time reduction on routine charts with human final authority retained.
Versus legacy encoder suites — EMR-agnostic, multi-LLM, no rip-and-replace of Epic.
Talk to our team about how Aventiq can deploy this solution for your hospital, payer, or research organization.