Are CNC programs and setup sheets valuable AI training data, and who owns them?

Are CNC programs valuable for AI training, and do you own them?

CNC programs can have value when they come with their context: setup sheets, tool lists, revision notes and scrap outcomes. A bare G-code file says little, but a program linked to why it changed and how the parts turned out records machining know-how. Whether you can license it depends first on ownership, and for parts made to a customer's print that usually turns on the contract.

This page lets an owner or advisor of a machine shop answer that question honestly before anyone makes an introduction.

What makes a CNC program more than a file of codes?

AI buyers look for connected cause and effect. The program is one piece; the surrounding records give it meaning.

A shop with five years of programs in a version-controlled folder, plus the notes, is in a very different position from one with programs only on controller memory cards.

Who owns a CNC program in a job shop?

It depends on the contract and the work, so read the paperwork rather than assuming.

• Build-to-print work: the customer supplies the drawing or model. Purchase orders and supply agreements often address tooling, programs and technical data, and some give the customer rights over them. Others leave programs with the shop.
• Your own products: programs written for parts you design and sell are generally yours.
• Mixed arrangements: a customer may own the part design while the shop owns its process know-how. Treat the split as a question for your attorney.
• Employee and contractor programmers: check that employment or contractor terms assign their work product to the company.

This is general information, not legal, tax or financial advice. Confirm with your own counsel before relying on any ownership view.

What does the 3-folder sort look like?

Before any conversation, sort program folders into three piles. It takes an afternoon with your lead programmer.

1. Clearly ours: own-product parts, internal tooling, fixtures, and process notes not tied to a customer's part.
2. Unclear: customer parts where the contract is silent or you have not read it.
3. Clearly theirs: programs the contract assigns to a customer, or files embedding customer drawings.

Only the first pile is a candidate today. The second needs a legal read, and the third stays out unless the customer agrees. Many shops find the first pile smaller than they hoped, which is useful to know early.

Does the company still qualify at its size?

The program baseline is 50+ full-time employees at peak (contractors excluded), several years of documented operations, rights to license the material and an authorized sponsor such as an owner, CEO or CFO. A machine shop that meets the headcount usually runs other systems too: ERP job costing, quality records, maintenance logs and email with customers. Programs may be one of several record types, and the who qualifies page explains the screening. The data inventory builder helps list systems and records without describing their contents.

How does this compare with other engineering records?

Code in a software company and CNC code in a shop share a pattern: instructions plus review notes plus results. The engineering data value page explains why those combinations matter, and infrastructure-as-code history is the software-side analogue. Shift notes from the floor, covered in shift handover logs, often hold the tribal knowledge that never reaches the program file. The guide to exception handling records explains why records of things going wrong are especially scarce.

What happens if the shop wants to explore a license?

A partner, such as an advisor, broker or peer, introduces the company, or the owner applies directly at sourcex.si/apply. SourceX then checks fit and rights with the sponsor. The company completes an inventory, agrees price and terms, and buyers review. Nothing is binding until the company agrees price and terms and signs, and data is delivered only after an executed agreement and the company's authorization. The company receives one all-in price with SourceX's fee included, typically paid within about 60 days of invoicing once the buyer selects the data. Partner rewards come from SourceX's fee, not from the company's payment.

When CNC programs are not worth pursuing

• The shop works almost entirely to customer prints and contracts give the customer the programs.
• Programs live only on controllers or USB sticks with no backups.
• Customer data is export-controlled and the shop cannot clear it.
• The shop has fewer than the program baseline of 50+ full-time employees at peak.

Next step

Do the 3-folder sort and note how many programs land in the first pile. If it is meaningful, apply at sourcex.si/apply, or ask the advisor or peer who raised it to register as a partner and introduce you.