A non-customer illustrative scenario showing how Industrial IQ evaluates duplicate MRO records, confidence tiers, and owner actions from exported catalog data.
Illustrative Diagnostic Scenario: MRO Catalog: Use this decision brief to connect the operating question, available source data, evidence expected, review boundary, and next Industrial IQ action. A non-customer illustrative scenario showing how Industrial IQ evaluates duplicate MRO records, confidence tiers, and owner actions from exported catalog data.
Run Industrial IQ SnapshotA multi-site operator suspects duplicate spare-parts records are splitting inventory, demand history, and procurement visibility across plants.
| Finding | Illustrative interpretation |
|---|---|
| Likely duplicate family | Three records share MPN evidence but differ by site-specific description. |
| UOM conflict | Two records appear similar but use different commercial units and require owner review. |
| High-value review queue | Duplicate candidates above the value threshold are routed to finance and materials owners. |
Duplicate catalog risk can inflate working capital, create false stockouts, and make ERP cleanup look broader than it needs to be.
No ERP write-back. Source files purged after report generation. Human review before action. Summary metrics and audit metadata may be retained for governance.
No. It is an illustrative diagnostic scenario for buyer evaluation and does not use customer data or customer claims.
Industrial IQ replaces sample findings with uploaded-data evidence, confidence tiers, scores, reports, and action ownership.
No. It produces evidence for human review and does not change ERP, EAM, CMMS, procurement, inventory, or maintenance systems.
Grounded in approved AI2COE content only. No unsupported claims.