Files that create the strongest first run.
Signals this industry can review.
Transportation & Logistics diagnostic package.
ReliabilityMind AI
Work-order spare availability, false stockout risk, repeat demand, and shutdown readiness.
Open documentationInventoryMind AI
Dead stock, slow-moving stock, excess, stockout risk, and duplicated stock exposure.
Open documentationProcureMind AI
Emergency procurement, stocked-but-purchased events, repeated buys, supplier alias risk, and price variance.
Open documentationAssetMind AI
Asset-to-part linkage, critical spare coverage, obsolete asset spares, and plant risk heatmaps.
Open documentationPartsCleanse AI
MRO catalog deduplication, field quality, UOM consistency, and duplicate capital exposure.
Open documentationHow leaders read the diagnostic.
| CFO | Working capital exposure, carrying cost, emergency premium, and renewal value. |
| COO | Operational risk, site readiness, asset coverage, and action progress. |
| CIO | ERP readiness, data quality, governance, and no-write-back risk control. |
| Procurement | Supplier overlap, emergency buys, repeated purchases, and leakage evidence. |
| Maintenance | False stockout, spare availability, shutdown readiness, and reliability risk. |