Get Started

Case Study

Medical & Dental Crossover

How Naviquis helped a regional health plan prevent $12.4M in losses across medical and dental networks

  • 2.4M members
  • 33.4M claims analyzed across medical and dental
  • $12.4M improper payments prevented
  • 3 multi-line fraud rings dismantled
  • 44 high-risk providers flagged
  • 29 days to full cross-line visibility

The Challenge

A regional integrated health plan noticed rising costs in both outpatient medical services and pediatric dental claims. Medical and Dental departments worked in silos, each using a separate payment integrity vendor, and neither could analyze claims across the other line of business.

That gap is exactly what fraudsters exploited: medical sedation billed alongside same-day dental restorations, dental X-rays that resembled radiographs already billed under medical oral surgery claims, and providers credentialed in one line of business but unlicensed in another. The plan’s legacy vendor was blunt about the limitation: they did not cross-analyze medical and dental claims.

Without unified analytics, computer vision for imaging, and cross-line credentialing checks, the fraud was invisible, split cleanly down the seam between two systems that never talked to each other.

The Naviquis Solution

Naviquis deployed its unified Medical and Dental Payment Integrity Engine, combining cross-line risk scoring, X-ray computer vision, medical necessity and CDT clinical logic, duplicate detection across both claim types, and provider credentialing and sanction cross-analysis. Within 29 days, the health plan had complete visibility across both lines of business for the first time.

Three Crossover Fraud Rings Uncovered

None of these patterns would have surfaced under separate medical and dental review. Each depended on seeing both sides of the claim at once.

Ring 1: The Sedation-to-Crown Pipeline

Pattern: Urgent care centers billed medical sedation for an emergency clearance, then routed members same-day to partner dental clinics for multiple stainless-steel crowns and pulpotomies.

How it was caught: Sedation codes matched dental procedure sequences within 60 minutes, dental X-rays matched medical radiographs, clinical rules showed no necessity for full-mouth restorations, and two providers had revoked licenses.

Result: $5.8M prevented, 2 medical centers terminated, 3 dentists removed, and 1 state-level probe opened.

Ring 2: The Dual-Billing Oral Surgery Network

Pattern: An oral surgery group billed overlapping procedures to both medical and dental using the same supporting documentation for each.

How it was caught: NLP found about 92% text similarity between operative notes submitted months apart, computer vision matched surgical photos reused across both claim types, and one surgeon had no active privileges.

Result: $3.2M prevented, 1,108 claims blocked pre-payment, and 5 providers referred for investigation.

Ring 3: The Pediatric Preventive Abuse Loop

Pattern: A mobile pediatric dental group billed sealants and fluoride to Dental while billing oral health risk assessments and supplies to Medical for the same children during school visits.

How it was caught: Duplicate member-service pairs across both systems, identical X-rays reused across multiple children, CDT codes inconsistent with patient age, and copy-pasted progress notes.

Result: $3.4M prevented, 2,420 invalid lines flagged, and 1,100+ duplicated services caught.

The ROI: First 90 Days

MetricValue
Fraud prevented$12.4M
Crossover fraud rings disrupted3
Duplicate medical and dental claims flagged413,000+
Invalid CDT/CPT combinations58,700+
Unnecessary pediatric procedures caught2,800+
High-risk providers flagged44
Credentialing gaps detected18
Member safety incidents avoided200+
Provider abrasionDown 51%
Clean claim rateUp 19%

The plan achieved a 7:1 ROI within six months.

What Changed

  • Medical and Dental payment integrity became unified for the first time, closing the gap fraud rings had exploited for years
  • Real-time, pre-payment prevention replaced delayed clawbacks, with 95%+ of improper crossover payments stopped before reimbursement
  • Imaging AI audited X-rays, radiographs, and surgical photos in seconds instead of leaving them unchecked
  • Credentialing became a frontline fraud-prevention tool, catching cross-state sanctions early
  • Transparent, real-time provider communication cut abrasion by 51% while still enforcing controls
  • Unnecessary and potentially harmful procedures on children were prevented before they happened

We had no idea Medical and Dental fraud rings were coordinated. Naviquis connected dots that nobody else in our organization, or our vendors, could see.

Chief Compliance Officer, Regional Integrated Health Plan

Conclusion

Medical and Dental fraud hides in the gap between separate systems, siloed vendors, and inconsistent credentialing. Naviquis closes that gap, stopping fraud before disbursement, protecting members, and dismantling multi-line fraud rings that no single-line vendor can see.

What crossover fraud is hiding in your claims right now?

Request a Medical and Dental Crossover Integrity Assessment and talk to the Naviquis Payment Integrity team.

Share This Case Study

Ready to Get Similar Results?

Let us show you how Naviquis can sharpen your operations.

Talk to Our Team

Your Next Move

Ready to Achieve Results Like These?

Our AI automation experts are ready to help you identify high-impact opportunities and implement intelligent solutions that drive measurable results.