The Evolution of VIN Technology: How Digital Vehicle Identification Is Reshaping Automotive Research
The automotive industry has undergone a remarkable digital transformation over the past decade. Vehicles are no longer viewed solely as mechanical machines—they have become sophisticated connected systems capable of generating vast amounts of data throughout their operational lives. Manufacturers now integrate advanced sensors, cloud connectivity, artificial intelligence, and predictive maintenance technologies into modern vehicles, while…