What the buyer is trying to understand.
A procurement team sees rising urgent purchases but cannot tell whether the root cause is real shortage, catalog search failure, or supplier fragmentation.
A non-customer illustrative scenario showing how Industrial IQ evaluates emergency buys, stocked-but-purchased events, supplier aliases, and leakage review.
A procurement team sees rising urgent purchases but cannot tell whether the root cause is real shortage, catalog search failure, or supplier fragmentation.
| Finding | Illustrative interpretation |
|---|---|
| Stocked but purchased | Urgent PO appears while similar stock exists under another material record. |
| Supplier fragmentation | Equivalent part family is bought from multiple supplier aliases. |
| Price variance | Repeated local buys show material price variance requiring category review. |
Procurement leakage can be a data-quality and inventory-visibility issue, not only a sourcing-policy issue.
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.
Resource review reduces friction: what data is needed, how reports look, how evidence is reviewed, and which route the buyer can take next.
Implementation leads, buyer committees, data owners, procurement reviewers, and product champions.
Required fields, CSV templates, user manuals, buyer guides, sample reports, diagnostic scenarios, and trust controls.
A prepared evaluation path that leads to sample proof, data templates, upload, or a scoped diagnostic discussion.
Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.