vin‑based vehicle profile integration
One Decision That Fixed Everything With Automotive Data Integration
In 2025, the shift to zonal architecture began reshaping vehicle data flows, according to Chandler. Adopting a VIN-based fitment architecture is the single decision that eliminates mismatches, turns abandoned carts into sales, and aligns every downstream system on a unified vehicle profile. VIN-Based Vehicle Profile Integration: Leveraging Real-Time Lookup APIs