Motor Insurance
Blog
Vehicle data, verification, and risk
Technical writing on motor insurance data infrastructure, VIN-based risk scoring, and the structural problems with EU vehicle registry fragmentation. Written by the GoodToKnow team from Tallinn.
Fraud Detection
How AI Cross-Checks Registry Records to Catch Odometer Manipulation
Odometer fraud costs motor insurers billions in mispriced premiums each year. AI-driven cross-registry reconciliation can surface inconsistencies that manual document checks miss.
API Integration
What Motor Insurers Need from a Vehicle History API in 2026
Data Infrastructure
Fragmented by Design: Why EU Vehicle Registries Don't Talk to Each Other
Data Infrastructure