Works from CSV or workbook exports produced from SAP, IBM Maximo, Oracle ERP, Hexagon EAM, Infor, and other ERP, EAM, or CMMS systems. No direct integration or write-back is required — Review data requirements →
Industrial IQ Decision Question Map

Route buyer questions to the right diagnostic engine.

When a buyer arrives with a problem statement rather than a product name, route the question to the matching engine, report output, trust boundary, and next action.

40Intent routes
8Engines
EvidenceBefore transformation
Industrial IQ eight-engine command map showing PartsCleanse, InventoryMind, ProcureMind, FinanceMind, AssetMind, ReliabilityMind, ReadyMind, and GovernanceMind feeding one evidence layer.
Eight Industrial IQ engines share one diagnostic model: mapped data, evidence, confidence tiers, reports, actions, and history.
Decision question routing

Map the buyer's question to the right Industrial IQ engine.

Decision questionRecommended engineReport outputDecision rule
Prove duplicate SKU exposurePartsCleanse AIPartsCleanse AI Catalog Diagnostic ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Prepare SAP or Maximo migrationPartsCleanse AIPartsCleanse AI Catalog Diagnostic ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Prioritize catalog cleanupPartsCleanse AIPartsCleanse AI Catalog Diagnostic ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Quantify duplicate capitalPartsCleanse AIPartsCleanse AI Catalog Diagnostic ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Create a review queue without ERP write-backPartsCleanse AIPartsCleanse AI Catalog Diagnostic ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Find dead stockInventoryMind AIInventoryMind AI Inventory Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Reduce excess inventoryInventoryMind AIInventoryMind AI Inventory Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Expose slow-moving stockInventoryMind AIInventoryMind AI Inventory Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Validate stockout exposureInventoryMind AIInventoryMind AI Inventory Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Protect critical spare coverageInventoryMind AIInventoryMind AI Inventory Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Find emergency-buy leakageProcureMind AIProcureMind AI Procurement Leakage ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Detect stocked-but-purchased exceptionsProcureMind AIProcureMind AI Procurement Leakage ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Understand supplier overlapProcureMind AIProcureMind AI Procurement Leakage ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Review price varianceProcureMind AIProcureMind AI Procurement Leakage ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Create procurement action queueProcureMind AIProcureMind AI Procurement Leakage ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Quantify working capital exposureFinanceMind AIFinanceMind AI Working Capital ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Estimate carrying-cost dragFinanceMind AIFinanceMind AI Working Capital ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Prioritize high-value reviewFinanceMind AIFinanceMind AI Working Capital ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Separate benchmark from uploaded evidenceFinanceMind AIFinanceMind AI Working Capital ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Create board-ready reportFinanceMind AIFinanceMind AI Working Capital ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Find asset-to-part gapsAssetMind AIAssetMind AI Asset-to-Part Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Validate critical spare coverageAssetMind AIAssetMind AI Asset-to-Part Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Expose orphan sparesAssetMind AIAssetMind AI Asset-to-Part Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Prepare BOM readinessAssetMind AIAssetMind AI Asset-to-Part Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Create asset risk heatmapAssetMind AIAssetMind AI Asset-to-Part Risk ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Test shutdown readinessReliabilityMind AIReliabilityMind AI Maintenance Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Reduce false stockout riskReliabilityMind AIReliabilityMind AI Maintenance Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Review work-order spare availabilityReliabilityMind AIReliabilityMind AI Maintenance Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Find repeated demand patternsReliabilityMind AIReliabilityMind AI Maintenance Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Create maintenance action queueReliabilityMind AIReliabilityMind AI Maintenance Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Assess ERP export readinessReadyMind AIReadyMind AI AI Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Choose first industrial AI use caseReadyMind AIReadyMind AI AI Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Find data quality blockersReadyMind AIReadyMind AI AI Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Show governance readinessReadyMind AIReadyMind AI AI Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Prioritize transformation safelyReadyMind AIReadyMind AI AI Readiness ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Show no ERP write-back controlGovernanceMind AIGovernanceMind AI Governance Review ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Route findings to human reviewGovernanceMind AIGovernanceMind AI Governance Review ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Prove audit evidenceGovernanceMind AIGovernanceMind AI Governance Review ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Separate sample from customer dataGovernanceMind AIGovernanceMind AI Governance Review ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
Govern responsible AI adoptionGovernanceMind AIGovernanceMind AI Governance Review ReportRun diagnostic first when the buyer needs source-backed evidence before platform spend.
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