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Patent BP-091 · Actuarial AI Risk · D&O Premium Optimisation

AI Decision
Insurance

The world's first per-prediction actuarial AI risk scoring API. 7 risk factors. Lloyd's 2024 base rates. Up to 35% BrainPredict compliance discount. Merkle-anchored evidence pack for D&O claims.

7
Actuarial risk factors
Confidence · EU AI Act tier · HITL · drift · SHAP · data quality · adversarial
35%
Max discount
BrainPredict compliance discount off Lloyd's 2024 base rate
Lloyd's
Base rates
2024 Lloyd's of London AI liability rates — market-standard
BP-091
Patent pending
Paris Convention — Apr 16 2026

7 Actuarial Risk Factors

Every factor derived from live BrainPredict telemetry — no manual questionnaires

Prediction Confidence

High

Low confidence → high risk load. Confidence > 0.85 → risk reduction.

EU AI Act Tier

Critical

Annex III high-risk → 3× premium multiplier. Limited risk → 1.2×.

HITL Review

High

Decision reviewed by human → 25% risk reduction. Automated only → base rate.

Model Drift

Medium

Drift detected within 7 days → elevated risk. No recent drift → standard.

SHAP Explanation

Medium

SHAP explanation present → lower risk (explainable AI discount).

Data Quality

Medium

Data quality score < 0.7 → risk surcharge. High quality → discount.

Adversarial Flag

High

Adversarial input detected → elevated risk load. Clean input → base.

Insurance-Ready Features

Per-Prediction Scoring

Every AI decision gets an actuarial risk score 0.0–1.0. Not portfolio-level averages — individual decision precision.

Lloyd's Base Rates

Premiums derived from Lloyd's of London 2024 AI liability base rates. Market-standard starting point for D&O negotiations.

BrainPredict Compliance Discount

Up to 35% discount for using BrainPredict compliance features: HITL gates, SHAP explanations, Merkle audit trail.

Merkle Evidence Pack

Every assessment generates a Merkle-anchored insurance evidence pack. Used directly for claims processing — no separate documentation.

EU AI Act Art.73 Integration

High-risk actuarial scores automatically trigger EU AI Act Art.73 incident notification workflow.

D&O Premium Optimisation

Aggregate risk portfolio enables negotiation of better D&O premiums with insurers who understand BrainPredict's compliance posture.

Reduce your AI liability exposure

Per-prediction risk scores + compliance discounts = lower D&O premiums. BrainPredict compliance features qualify you for up to 35% off.

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