Coding QA & Revenue Integrity

Prevent Revenue Leakage Before Claims Leave the Building

AI-powered coding validation, charge capture review, documentation analysis, and claim readiness for Medical and Dental organizations.

Analysis Completed
Patient Summary
Right knee pain — mechanical locking / catching episodes
Lateral meniscus tear Medial derangement MRI confirmed
ICD-10 Diagnoses
M23.221
Primary
Derangement posterior horn medial meniscus
100%
M25.561
Pain in right knee
95%
29881
CPT ✓
Arthroscopy, knee — partial meniscectomy
95%
Denial Risk
Low
3 px/dx pairs — generic edits only
Audit Risk
High
Lateral/medial coding conflict flagged

Why Traditional Coding QA Fails

When 95–98% of claims never get audited, errors compound silently. Issues found after submission mean denials, rework, and delayed cash.

Traditional QA
100,000 Claims Submitted
2–5% Sample Review Only
Issues Found After Submission
Revenue Lost — Rework Begins
vs
Neuriphy Continuous QA
100,000 Claims Submitted
100% AI Review — Every Claim
Issues Caught Before Submission
Revenue Protected — Clean Claims Out
End-to-End Coverage

Every Stage Reviewed Continuously

Neuriphy AI monitors each step from patient encounter to submission — no stage escapes review.

Medical Coding QA

AI-Powered Validation Across Every Claim

The Neuriphy AI Validation Engine ingests CPT, ICD-10, HCPCS, modifiers, and HCC codes — then cross-references documentation, payer rules, and clinical necessity to surface every risk before it reaches the payer.

Undercoding Detection: Identifies missed procedures and services not captured in the claim.

Overcoding & Upcoding Flags: Alerts to codes unsupported by clinical documentation, reducing audit exposure.

Missing Modifier Identification: Catches absent or incorrect modifiers before they trigger denials.

HCC & DRG Optimization: Surfaces hierarchical condition category opportunities and defends DRG assignments.

Documentation Gap Analysis: Pinpoints missing clinical justification before payers can request it.

AI Validation Engine
CPT
ICD-10
HCPCS
Modifiers
HCC
Doc Notes
neuriphy
AI Validation Engine
CPT 29881 — Supported, 95% confidence
M23.221 — Lateral/medial conflict detected
! Modifier 59 — may be required for this payer
HCC capture opportunity identified
Dental Coding QA

Optimize Every CDT Submission

Dental claims carry their own code set, payer rules, and documentation requirements. Neuriphy reviews every CDT submission before it leaves — catching missing procedures, unsupported codes, incomplete narratives, and missing attachments so denials don't happen in the first place.

Revenue Integrity Platform

One Platform. Multiple Revenue Protection Layers.

Neuriphy's Revenue Integrity Command Center unifies every protection layer into a single continuous workflow — so nothing slips through.

Human vs. Autonomous QA

Autonomous Revenue Integrity at Scale

The choice isn't between quality and speed — it's between reactive spot-checks and proactive full coverage.

The Neuriphy Advantage

From Coding QA to Autonomous Revenue Integrity

A staged path from point-solution validation to fully autonomous revenue cycle management.

What Clients Typically Improve

Vendor-reported benchmarks from Neuriphy platform deployments across hospital and provider organizations.

95%

Coding Accuracy

25-30%

Reduced Preventable Denials

2-5%

Reduced Revenue Leakage

15-30%

Higher Claim Rate

Start Protecting Revenue on Day One

Neuriphy integrates with your existing EHR, clearinghouse, and payer portals. No rip-and-replace. HIPAA and SOC 2 aligned environment with continuous monitoring.