AI Bodily Injury Evaluation

Validate injury claims with biomechanical accuracy — Liablix uses crash physics and human body modeling to assess whether reported injuries align with real accident dynamics

Injury claims are often complex, subjective, and difficult to verify — yet they represent some of
the highest-cost components of an insurance payout.

Liablix brings science to injury assessment, analyzing the biomechanics of
an accident to determine if claimed injuries are physically plausible.

We consider

Occupant position and restrains

Vehicle deceleration and direction

Medical report alignment with physics

Tolerance threshold for common injury types

FeatureWhat It Does
Biomechanical Injury SimulationModels forces on the body based on crash parameters
Occupant PositioningAdjusts for seat, belt, headrest, and impact direction
Injury Threshold MatchingCompares reported injuries to known trauma thresholds (whiplash, fracture)
Medical Report CorrelationChecks consistency between impact and diagnosed injuries
Disability EstimationPredicts likelihood of permanent outcomes
What You Can Achieve with Liablix

Injury Plausibility Score (numerical + confidence level)

Match report between crash dynamics and injury claims

Medical compatibility overview (with inconsistencies flagged)

PDF and API Export for insurers, doctors, and legal use

Use Cases

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A legal doctor validates injury plausibility for court
case​
Before submitting an expert report, the doctor uses Liablix to simulate the crash and evaluate whether the injuries match the crash dynamics, ensuring the medical opinion is backed by physics.
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An insurer challenges an exaggerated injury claim
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A high-speed impact results in a severe injury claim. Liablix models the occupant’s movement and biomechanical thresholds, revealing that the reported injury exceeds what the crash could plausibly cause.
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A claims adjuster validates injury credibility before settlement
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Faced with a soft-tissue injury claim following a side-impact crash, the adjuster uses Liablix to simulate the biomechanics involved. The system confirms that the injury is consistent with the dynamics — supporting a confident, fair payout.
Want to see how it works on real crash data?