Insurance fraud intelligence
The intelligence unit that exposes insurance fraud rings.
Organized rings and colluding professionals cause the heaviest, longest-running losses on your book, and are built to pass your checks. LepreCon gives insurers what it takes to stop them: every source collected, fused into one picture, and read by a criminal mind.
Watch · 42 seconds
Why fraud rings go undetected, and what it takes to stop them.
01 · The problem
Everyone knows the rings exist. Almost no one can prove it.
A ring keeps every claim inside your normal ranges. It has the intelligence advantage: it knows your rules, and you see one claim at a time.
Garages, appraisers, medical evaluators and claimants coordinate so each claim looks clean.
Each tool sees one source. The ring decides what that source shows.
SIU needs evidence that holds up, not another score.
02 · The platform
Mind the intelligence gap.
LepreCon works like an elite intelligence unit. It collects from every source, fuses them into one picture where patterns and contradictions gain meaning, and a criminal-mind brain reads that picture to expose complex fraud and whole networks.
Vehicle intelligence
Part swaps, odometer tampering, pre-existing damage, crash data and timestamp
Voice analysis
Deception cues and coaching in live and recorded calls
Conversation & context
What was said vs. what was submitted; scripted stories
Photo forensics
AI-generated, edited and recycled damage photos
Document forensics
Forged invoices, estimates, medical bills and IDs
- Collectevery source
- Fuseone unified picture
- Brainthinks like the ring
Internal systems
Every entity, resolved once
External data
One intelligence picture
What your claims and SIU teams receiveNetworks across claims, people, vehicles and documents, plus the rings linked to them
Sources that disagree, which no single tool can see
Emerging patterns and repeat actors, early
Plain-language, evidence-backed next steps
03 · How a ring is exposed
From one trigger to the whole network.
One source, or two that disagree
A vehicle scan finds a module swapped in from another car. Or an invoice says rear bumper while the photo shows the front grille.
Every source, every linked entity
The history of everyone involved and everyone they touched, with their photos, documents and calls. Never one source alone.
The network, and the rings beside it
Shared members lead to parallel rings. Each finding comes with the reasoning behind it.
Explainable by design
Not a score. A smoking gun.
Every alert arrives as a plain-language investigative blueprint: who is connected, how, and which facts to verify for a defensible denial. Fully auditable. The same intelligence clears legitimate claims faster.
Proven in production
Rings that ran undetected for years, uncovered.
Production results tracking bottom-line SIU efficiency.
04 · Modular pilot
Prove value in two days. Then go after the rings.
Start with one module and a result you can see right away. Expand when the numbers justify it.
Vehicle intelligence
Our OBD adapter reads the car's own computers in minutes, on any vehicle. It finds what a visual inspection cannot, and gives you your first triggers.
- Swapped and non-OEM parts
- Real mileage vs. odometer
- Damage that predates the accident
- Crash data with exact timestamp
Ring intelligence
Connect the vehicle findings to claims data, photos and documents. The full intelligence picture exposes the networks behind them.
- Claims, policy and payment data
- Photo and document forensics, including deepfakes
- Entity resolution across the book
- Criminal-Mind ring detection
Built for enterprise IT
Zero effort from your teams. Zero exposure.
Runs inside your environment or private cloud.
Zero-ETL architecture adapts to your systems as they are.
Connect the vendors you already use, add ours, or both.
New specialist technologies plug into the same layer.
Next step
Ready to unmask the rings?
Book a short call. We'll scope a two-day vehicle pilot on your own claims and show you what it finds.
leprecon@leprecon.ai
+1 857 221 6881
3 2nd Street, Jersey City, NJ