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Underwriting Decisions That Explain Themselves

A risk score is only useful if your team can trust it. OZRA AI shows exactly which factors raised or lowered each score, what the expected loss looks like, and how the price would change if the terms changed, so underwriters and actuaries can see the reasoning behind every decision.

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Live Neural-Attribution Console
Subject Dossier
Container port with cranes at dusk
LOC: NAVI MUMBAI PORTTIV: $14.2M
ClassMarine & Cold Storage
Baseline Pure Rate45.0 bps
Structure SpecPre-cast Concrete '98
Hazard GradeHigh Seismic Zone III
Audited InspectionsQuarterly (Tier 1)
Actuarial Loss Cap (1-in-100)
$3,840,000
Confidence: 99.4% Deterministic
Attribution WaterfallNet Actuarial Delta Vector
+23.3 bps
NET DRIFT FROM BASE
Automated Halon Suppression Redundancy
-12.4 bps
Weight: 26.5% MITIGATION (CREDIT)SHAP Value: -0.412
Surrounding Seismic Vulnerability (Zone III)
+18.2 bps
Weight: 38.9% EXPOSURESHAP Value: +0.605
10-Year Loss Frequency Across Sister Entities
+6.5 bps
Weight: 13.9% EXPOSURESHAP Value: +0.216
Actuarial Stress Simulation (1-in-100 Yr Storm)
+11.0 bps
Weight: 20.7% EXPOSURESHAP Value: +0.366
FINAL SUGGESTED TECHNICAL RATE68.3 bps
Actuarial Narrative Engine
assignment_turned_inAuto-Generated Actuarial Rationale

"Composite risk rated 68/100. The pricing markup of +23.3 bps over standard baseline is driven principally by non-standard structural loading in Zone 3 (+18.2 bps) and simulated 1-in-100 year convective coastal storm surge (+11.0 bps).

Primary credit is recognized for certified dual-stage automated halon suppression and zero recorded water ingress during the 2021-2024 monsoon cycles (-12.4 bps credit)."

alt_routeCounterfactual 'What-If?' Simulator

Adjust policy terms and structural risk mitigation interventions to calculate real-time loss ratio elasticity.

$250,000
$50,000 (Low)$1,000,000 (High)
NFPA 13 Standard
NoneNFPA 13ESFR Tier-1Autonomous Dry
Continuous 24/7
Periodic OnlyDaily PingContinuous 24/7
Dynamic Projection Model
Projected Loss Ratio:54.0%
Threshold Target: <58.0%PROFITABLE SYNDICATE BAND
Counterfactual Actuarial Delta
Base Loss Probability:63.8%
Estimated Annual Premium:$109,543 / yr
Capital Reserve Required:$623,077
verified_userGovernance & Audit Trail

Every decision creates a permanent, tamper-evident record that reinsurers, auditors and internal reviewers can follow step by step.

Bias & Proxy Check0.00 Disparity
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One-Click Actuarial PackagePDF + JSON + Cryptographic Proof
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Exact Actuarial Causation

Reject statistical correlation assumptions. Model outputs decompose into exact marginal loss distributions mapped directly to your commercial lines codes.

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Anti-Bias & Fair Lending Guard

Deterministic neural pathways automatically sever proxy demographic features, insulating chief actuaries from indirect discrimination litigation.

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API-First Telemetry Ingestion

Plug attribution rationales directly into Guidewire, Duck Creek, or custom institutional core policy administration consoles via gRPC and REST.