LLFI
Lemon Law Fraud Intelligence
Three-intelligence AI that scores every lemon law claim in under 25 seconds. Deployed at JLR with $10M-14M in verified Year 1 savings.
$10-14M
Y1 Savings
<25s
Claim Scoring
99.1%
Detection Accuracy
4
Data Sources
What It Does
LLFI is an AI-powered fraud intelligence platform purpose-built for automotive lemon law claims. It combines fact verification, machine learning pattern detection, and AI reasoning to score every claim in real time, flag fraud, and generate court-defensible evidence packages that protect OEMs from illegitimate buyback demands.
Three-Intelligence AI
Each claim passes through three independent AI intelligence layers before a final composite score is produced.
Fact Verification
Cross-references every claim against repair history, VIN records, warranty terms, and dealer service logs to validate authenticity.
ML Pattern Detection
Ensemble models trained on millions of claims identify 15+ fraud patterns including serial filers, repair inflation, and geographic clustering.
AI Reasoning
Generates court-defensible evidence packages with structured reasoning chains, confidence scores, and supporting documentation.
Key Capabilities
Real-Time Scoring
Every claim scored in under 25 seconds with risk tier, fraud probability, and recommended action.
4-Source Analysis
Simultaneously analyzes warranty claims, repair orders, customer complaints, and regulatory filings.
Court-Defensible
AI-generated evidence packages withstand legal scrutiny with full audit trails and reasoning transparency.
Fraud Ring Detection
Graph analysis identifies coordinated fraud rings across dealers, customers, and repair facilities.
Precision Triage
Risk-stratified queues route high-priority claims to senior adjusters while auto-approving legitimate ones.
JLR Deployed
Production-proven at Jaguar Land Rover, processing thousands of lemon law claims across North America.
Stop Lemon Law Fraud Before It Costs Millions
See how LLFI scores claims in real time and generates court-defensible evidence.