Hardware and engineering · Public data lookup
VIN Decoder
Decode a vehicle identifier using the public NHTSA vPIC service and inspect its reported specifications and decode status.
Submitting a lookup sends your query to the named public data service.
How to use it
Enter a 17-character VIN and optionally its model year, then submit the lookup to NHTSA.
Worked example
Use an official NHTSA demonstration VIN when testing; avoid pasting customer records into shared examples.
What to check
NHTSA coverage and decode status vary by vehicle. This service does not provide ownership, accident history or a mechanical inspection.
Build a system for this use case
Automotive workshop reference application
Example OpenFactory build prompt
Build a useful automotive workshop reference application on Ubuntu 24.04 LTS amd64, unless the target installer or embedded board requires its explicitly selected OS.
Use a VIN reference application, NHTSA source attribution and a private workshop network. Include only the components this workload needs. Use synthetic sample data and placeholders for site-specific domains, authorized SSH public keys and external integration credentials. Create a non-root operator and keep administrative access private. Never put real credentials, patient records or customer data in the image.
Acceptance checks: decode an official demonstration VIN, show partial-data status clearly and handle unavailable upstream data without inventing specifications. Boot the actual artifact and repeat relevant health, persistence and access checks after reboot. Keep hardware-dependent checks pending until the specified equipment is attached.
Deliver the bootable image or reproducible deployment recipe, the software inventory and a test report that separates successful assembly from runtime verification. Ask for missing hardware, storage and access details before making irreversible deployment choices. Do not deploy into production or erase an existing disk without an explicit target.Your tool inputs and files are not included in the build prompt. Review the draft and press Send in OpenFactory.
Source
NHTSA vehicle dataOpenFactory · 2026-10-29