AI Antifraud Detection

Detect fraud before it escalates with Liablix — we analyze vehicle damage across altimetric, energetic,
and morphological dimensions to instantly spot inconsistencies.

Insurance fraud is subtle, costly, and often missed by manual review.
Liablix uses AI to validate the physical plausibility of a claim by comparing the reported accident with real damage patterns from both vehicles.

Our system analyzes:

Alignment of impact points

Damage energy distribution

Shape and height consistency

Airbag deployment compatibility

It flags mismatches that would be invisible to the naked eye — helping insurers and adjusters
prevent high-cost fraud without added workload.

FeatureWhat It Does
Damage Consistency CheckVerifies if damage geometry between vehicles matches the reported crash
Altimetric ValidationAnalyzes vertical height compatibility of contact points
Morphological MatchingCompares shape, depth, and deformation across vehicle surfaces
Energetic CompatibilityCalculates if reported impact energy matches the observed vehicle damage
Airbag Deployment ValidationAssesses whether the vehicle’s airbags should have deployed based on crash dynamics
Fraud Risk ScoringGenerates a confidence-based fraud probability metric
At the end of the analysis, Liablix provides:

Fraud Risk Score (low, medium, high)

Damage compatibility report

Airbag plausibility flag

Visual overlays showing mismatched areas

Exportable PDF or API response with key highlight

Use Cases

case​
An insurer detects a staged collision
case​
Liablix flags a rear-end claim as suspicious after identifying mismatched damage profiles between vehicles: inconsistent in shape, height, and energy. The case is escalated for fraud investigation before payout.
case​
An adjuster challenges airbag replacement costs
case​
A low-speed crash includes a claim for full airbag deployment. Liablix analyzes impact forces and confirms that the deployment should not have occurred. The payout is adjusted, preventing unnecessary expenses.
case​
A legal expert uses evidence to contest exaggeration in court
case​
A bodily injury claim is tied to crash dynamics that don’t support the reported damage extent. Liablix provides a fraud probability report with visual overlays, helping the legal team build a data-backed defense.
Want to know if a claim makes physical sense?