Manufacturers can license copies of their production, quality, maintenance and inspection records to AI companies, because those records show how skilled people solve real problems on the shop floor.
Records buyers look for
Work instructions, SOPs and setup sheets
Production and process data linked to yield and scrap
Non-conformance, CAPA and root-cause reports
Maintenance and repair logs from CMMS systems
Engineering change orders with revision history
Why AI buyers want them
Shop-floor knowledge rarely appears on the public web. Records that connect a problem, the decision taken and the measured result help AI systems learn how industrial work is actually done.
What to check first
Customer drawings and specifications held under NDA usually need consent or exclusion.
Operator names and badge IDs must be removed.
Supplier data may be covered by confidentiality terms.
You’re likely a fit if
You have 5+ years of digital records in MES, ERP, QMS or CMMS systems
Most records describe your own products and processes
Someone can authorize use of the records
Frequently asked questions
Is shop-floor data valuable to AI companies?
It can be, especially when records link a problem to the decision and the measured outcome. Isolated sensor streams without context are harder to license.
Can a contract manufacturer license its records?
Yes, for records it owns, such as process, maintenance and quality data. Customer-owned drawings usually need the customer’s consent.