Industries/Engineering & design
AI labs are buying engineering data

Your old engineering files could be worth $100K to $5M.

AI labs license de-identified records from established US engineering and product design firms to train models on real design work. You approve exactly what's included.

Free valuation in about a minute
100% de-identified before delivery
Written scope sign-off on every system
No cost to your business, ever
$0Cost to your firm. Buyer pays.
1 minTo generate your estimate
0%Equity or debt impact
100%De-identified prior to buyer delivery
Market Counterparties · Active AI Data Buyers
OpenAIFoundation Models
AnthropicFrontier Research
Google DeepMindMultimodal AI
Microsoft AIEnterprise Systems
Scale AITraining Data Foundry
Meta AIOpen Weights Lab
xAI / SpaceXApplied Reasoning
What AI Labs License

The engineering records AI labs are buying

One well-documented system can qualify. You choose what's included.

REC-01

CAD and STEP files

How real parts and assemblies get modeled, toleranced and revised

PDM/PLM, SharePoint, shared drives
REC-02

BOMs and calculation spreadsheets

How engineers size parts, pick materials and check margins

PDM/PLM, ERP, Excel on Microsoft 365
REC-03

Simulations and test results

How predicted performance compares with what happened on the bench

Simulation project folders, lab drives, SharePoint
REC-04

Design reviews and revisions

Why a design changed, what was debated and what was decided

PLM change orders, email, Slack, meeting notes
REC-05

Schematics, PCB layouts and inspection data

How circuits get laid out and how parts measure against the drawing

ECAD libraries, CMM and scan software, Git, file shares
Data Transfer Architecture

From your accounts to a licensed copy

1. Your systems

PDM/PLMSharePointERPExcel on Microsoft 365PLM change ordersSlack

2. You approve scope

You authorize exactly which dates and software tools are included.

3. De-identified

Entities, names, banking credentials and personal data are purged.

4. Licensed copy

Transferred under NDA for model training. Never published.

Your production systems remain untouched and operational.

Eligibility Bar

What your business needs

  • 20+ employeesAn established operational footprint with historical workflow depth.
  • 3+ years of recordsTenure provides pattern consistency that AI training algorithms require.
  • US or approved regionsUS companies evaluated immediately; international teams reviewed by request.
  • Real business softwareEmail, cloud drives, CRM, ERP, CAD or job-tracking platforms.
Transaction Process

Three simple steps to payout

01

Get your estimate

A brief review of your headcount and systems. Takes 60 seconds.

02

Review offer with specialist

A confidential call followed by a formal written licensing offer.

03

Approve scope & get wire payout

Approve specific archives in writing. Receive payment on agreed net terms.

Sector FAQ

Common diligence questions

Get indicative valuation
Records that show how designs were made and changed: CAD and STEP files, BOMs, calculation spreadsheets, simulations, design reviews and revisions, test results, schematics, PCB layouts and inspection data. You don't need all of them. One well-documented dataset can qualify. The usual bar is 20+ employees, 3+ years of records and a US base, with files in real systems such as PDM/PLM, SharePoint or Git.

See what your engineering records could be worth.

Takes about a minute. Zero cost, no obligation.

Get my estimate
Other Sectors

We license records across industries