Why AI companies want manufacturing data
Manufacturing runs documented, repeatable, measurement-heavy processes: production work instructions, quality inspections, maintenance schedules, shift handovers, safety procedures and supplier workflows. These are rule-heavy processes with many exceptions. Clean, documented procedures show AI agents how a production issue moves from detection to resolution.
What's licensable in manufacturing
| Data | Examples |
|---|---|
| Production SOPs | Work instructions, setup procedures, standard work |
| Quality records | Inspection checklists, nonconformance reports, CAPA |
| Maintenance logs | Preventive schedules, repair histories, downtime notes |
| Shift handovers | Handover notes, production counts, escalation flags |
| Safety procedures | Lockout procedures, incident reports, safety training |
| Supply chain workflows | Purchase orders, receiving logs, inventory counts |
What to leave out
Customer-identifying order details, employee personal data, and process parameters you treat as trade secrets. Your internal SOPs, quality records and maintenance logs usually contain none of these, which makes them the safest starting point. See client data vs. company data.
How to raise your value
Quality and maintenance records linked to outcomes show how production issues actually get resolved. Connected records (the SOP, the work done under it and the outcome) are worth more than isolated files. More in what drives data value.
Do you qualify?
- Strongest fit: 25+ office employees.
- Written processes and established documentation
- At least 70% of data in English
- Based in the U.S., Canada, the EU, the UK, Australia, New Zealand, India, Singapore, South Africa, Latin America, the UAE or Saudi Arabia
Take the 60-second estimate to see which payout tier fits your company.
Frequently asked questions
Can manufacturers sell their data to AI?
10779
What manufacturing data can't be sold?
Customer-identifying order details, employee personal data and process parameters you treat as trade secrets. Your internal SOPs, quality records and maintenance logs usually contain none of these, which makes them the safest starting point.
- Published enterprise data program terms (2026)