Independent ADAS Risk Scoring for Auto Insurance

Thread 5: Independent ADAS Risk Scoring for Auto Insurance — aggregating public data (NHTSA complaints, Euro NCAP results, recall notices, police reports) to produce per-model, per-software-version risk scores for insurance underwriting teams. Structural moat: manufacturers cannot share data with insurers without conflict.

Pass 1 competitor check: Verisk measures driver behavior (not ADAS quality). Cambridge Mobile Telematics measures driving (not ADAS). Euro NCAP measures crash safety (not software quality). No independent ADAS risk scoring product found in memory.

Survived at 45% conviction. Strong structural moat via manufacturer-insurer conflict. Genuine inter-industry gap between automotive engineering and insurance actuarial science. New dataset vintage: BYD fleet crossing statistical significance threshold in 2025.

CRITICAL PASS 2 DISCOVERY: Swiss Re ADAS Risk Score launched 2019 with BMW. OEM partnerships: BMW, Toyota Insurance Services, Veoneer (acquired by Qualcomm). Globally available to Swiss Re clients. Achieves 30% higher predictive power for 50-60% of policyholders. 7+ years of development and deployment. This IS the independent ADAS risk scoring product for insurers. Pass 1 missed this competitor entirely — textbook memory competitor blindness failure.

Independence angle assessment: Swiss Re works WITH OEMs, so technically not fully independent. But Swiss Re's OEM-sourced data produces BETTER risk scores than public data could — 30% higher predictive power. Who would buy a less accurate score just because it's independent? Insurers prioritize accuracy over data provenance.

KILLED IN DEEPENING by Swiss Re ADAS Risk Score. Mature product (7 years), OEM data partnerships, globally deployed to major insurers. Public-data-only approach would produce structurally inferior scores. The gap does not exist — it is served by a $37B reinsurance company with the exact product and superior data access.