Denial types AI can actually influence
Eligibility and timely filing are not coding-engine problems. Coding denials are. CMS NCCI explains procedure-to-procedure and medically unlikely edits. Vendor software can apply those concepts in pre-bill review; it cannot invent a new NCCI policy.
- Diagnosis–procedure mismatch
- Unbundling / NCCI PTP
- Missing or incorrect modifiers
- Unspecified ICD-10-CM when the note had more detail
What “85% fewer denials” should mean
HealthCoder marketing cites denial reduction on preventable coding issues in deployments that also change workflow. Treat any percentage as company-reported until you see your own baseline. The Accuracy Benchmarks page states methodology. Do not promise a payer-level SLA from a blog post.
Human review still matters
Auto-accepting every AI code can create new denial patterns (over-coding). The winning design is AI flag plus coder authority plus an audit trail.
Related product paths
Real-time auditing and coding compliance software are the transactional pages for buyers. This article exists so informational queries still land on HealthCoder with citations.
Frequently asked questions
Will AI stop all claim denials?+
No. Authorization, coverage, and credentialing denials sit outside coding. AI targets coding integrity and documentation support.
Where are official bundling rules?+
CMS National Correct Coding Initiative (NCCI) pages, linked in citations.