Industry
Machine shops and manufacturers: licensing production and quality records
Years of job tickets, routing sheets, inspection logs and ERP data pile up in a shop, along with customer emails about tolerances and supplier chasers about late castings. Records like these are what AI companies pay to license.
In this guide
01
What a buyer wants from a shop
- Work orders and travelers: what was made, on which machine, and what went wrong
- Inspection and QC records: what failed and how you responded
- ERP history: orders, routings and scheduling
- The email and notes around them: how your people solved problems
02
Whose drawings are in the CAD folder?
Much of what is in a job shop's CAD folder belongs to customers and may be covered by their NDAs or purchase terms. Some buyers refuse data held for clients. Process documents you authored yourself, like setup sheets, inspection plans and work instructions, are far simpler to license. Sort the two piles first. See CAD data.
03
Is the shop big enough?
Expect a floor of 20 to 30 staff plus several years on record. Certain buyers only count US-based office employees, and that can disqualify a shop whose staff are mostly on the floor. Check each buyer's counting rule.
04
What it could pay
Nobody quotes a figure specific to manufacturing. For businesses still trading, buyers advertise roughly $100K to $2M (self-reported), and Pewter mentions $450,000 paid to an engineering firm of 70. Ten years on a single ERP plus tidy quality records beats a shop that switched software last year.
05
How much of your time it takes
Less than most owners expect. By the buyers' own estimates the owner's part is roughly 1 to 3 hours: a scoping call, deciding what is in and out, and approving the export. The buyer can usually work with your IT person or provider on the export itself.
Start with the match quiz using your headcount and systems, and get every promise in the written offer.
FAQ
Questions, answered
Is my company big enough?
Buyers typically set a floor of 20 to 30 employees and want three-plus years of records. A handful have no minimum, and a few only count staff in US offices.
Can I license customer drawings?
Usually not without the customer's permission. Offer your own process documents instead.
Does machine or sensor data count?
Written records showing decisions are what buyers want. Ask before assuming machine data has value.
Find the buyers that fit your company
Answer a few questions about your size, tools and history. We show which buyers want a company like yours. Free, no files.
Keep reading
Sources
Every number on this page links back to one of these.
- 1Pewter, company websitepewterdata.com
- 2Cognor Labs, manufacturing datacognorlabs.com
- 3Polyshares, company websitepolyshares.com
- 4Mercor, data partnerships pagemercor.com
- 5micro1, company referral program pagemicro1.ai
Spot something wrong? See our corrections policy. Some buyers pay us a referral fee. How we make money.