Turn unreliable records into one trusted source
When the same valve has nine descriptions across four systems, nobody knows what they have. We find the errors, collapse the duplicates and produce one clean record per item, with a full audit trail.
Fewer duplicate purchases. Faster part searches.
Published example · Simulated MRO data
Interactive cleansing sandbox
Fixed sample records from the source, not a live AI scan or processing of your data.
- 1. Raw data
- 2. Issues found
- 3. Cleansed output
| Description | UoM | Material |
|---|---|---|
| vlve gate 3" stl | PEICE | Stl |
| BERING BALL 6205 2RS | EA | Chrome Stel |
| pipe,carbon stl,2in,sch40 | MTR | CS |
| Gasket Spiral Wound 4in 150# | Pc | SS316/Graphite |
| FLTR ELEMENT HYD 10 MICORN | NOS | Missing |
| Motor electrc 5.5kw 3ph | UNIT | CI |


