sellport
Work orders
What was requested, done, and how long it took.
Manufacturing
Your plant floor records can earn on their own.
Work orders, quality issues, and root-cause write-ups show how production problems get solved. AI companies want to learn that reasoning.
What buyers want
Records you already keep.
Maintenance logs
Breakdowns, repairs, and preventive maintenance history.
Quality and nonconformance reports
Defects found and how they were dispositioned.
Root-cause analyses
Corrective actions and the reasoning behind them.
SOPs and work instructions
How processes are meant to run.
What it trains
Real manufacturing work, taught to AI.
- Maintenance agents that diagnose equipment issues
- Tools that suggest root causes from defect reports
- Assistants that answer operator questions using SOPs
What we remove
Private stays private.
- Customer and supplier names
- Proprietary formulas and specs, if you choose
- Employee names
- Anything else you flag
FAQ
Manufacturing questions
Will this expose trade secrets?
No. You decide exactly what's included, and proprietary specs can be excluded.
Does it matter what we make?
Most discrete and process manufacturers hold useful records. The assessment will tell you.
What systems do you work with?
Exports from maintenance, quality, and ERP systems, plus documents and spreadsheets.
Other industries