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 Reports

Engine-specific and unified executive evidence packs.

Reports are generated from diagnostic run results. Sample-mode reports are labeled and separated from uploaded-data results.

Evidence summary

Report operations guide

Industrial IQ Reports: Industrial IQ reports are decision artifacts, not dashboard screenshots. They show what changed, what is proven, what remains under review, and which accountable owner should act next. Industrial IQ Reports: AI2COE guidance for MRO catalog quality, ERP data readiness, assumption-bound value review, and governed industrial AI adoption.

View Sample Reports
Review ownerExecutive sponsors and reviewers who need board-ready evidence before cleanup, inventory action, procurement change, ERP work, or AI adoption.
Input file contextDiagnostic evidence rows, score components, confidence tiers, assumptions, limitations, review status, action owners, and recurring score history.
Diagnostic evidenceEngine-specific and unified report packs that separate uploaded-data findings from sample or benchmark assumptions and preserve review boundaries.
Recommended actionReview sample reports first, then replace sample assumptions with an uploaded-data diagnostic when the buyer committee is ready.
Report Operations Console

Reporting must explain what changed, what is proven, and what action is safe.

Industrial IQ reports are not screenshots. They are decision artifacts: evidence, score, confidence, assumption, limitation, owner action, governance status, and renewal value context.

0Owned reports
0Active findings
0Source-purged runs
Report quality contract
Evidence tableSource-backed findings with reason codes and mapped fields.
Evidence confidenceHigh-certainty findings move faster; weak findings stay in review.
AssumptionsBenchmark and estimate labels remain separate from uploaded-data results.
Owner reviewOwners accept, reject, defer, or request more source evidence.
Action trackerFindings become reviewable work with owners and status.
Score historyRe-uploads create trend movement and renewal value context.
No ERP write-backDashboards never imply autonomous master-data changes.
Role Report Packages

Each buyer role should see the report section that answers their decision first.

CFO FinanceMind AI Working Capital Report

Exposure, carrying cost, leakage, assumptions, recovery scenario, and renewal value.

COO ReliabilityMind AI Maintenance Readiness Report

Site risk, asset coverage, readiness actions, shutdown exposure, and owner accountability.

CIO / CTO ReadyMind AI AI Readiness Report

ERP export quality, mapping readiness, data completeness, and architecture fit.

CISO / Governance GovernanceMind AI Governance Review Report

Evidence traceability, review levels, owner approval, audit status, and no-write-back controls.

Procurement ProcureMind AI Procurement Leakage Report

Emergency buys, repeat purchases, supplier overlap, price variance, and stocked-but-purchased exceptions.

Maintenance / Reliability ReliabilityMind AI Maintenance Readiness Report

Work-order spare availability, false stockouts, critical spare coverage, and repeat demand.

Catalog Intelligence PartsCleanse AI Catalog Diagnostic Report

Catalog health score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Inventory Risk Intelligence InventoryMind AI Inventory Risk Report

Inventory health score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Procurement Leakage Intelligence ProcureMind AI Procurement Leakage Report

Procurement leakage score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Working Capital Intelligence FinanceMind AI Working Capital Report

CFO scorecard: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Asset-to-Part Intelligence AssetMind AI Asset-to-Part Risk Report

Asset intelligence score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Maintenance Readiness Intelligence ReliabilityMind AI Maintenance Readiness Report

Maintenance readiness score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
AI Readiness Intelligence ReadyMind AI AI Readiness Report

AI readiness score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Evidence Governance Intelligence GovernanceMind AI Governance Review Report

Governance readiness score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Catalog Intelligence

PartsCleanse AI Catalog Diagnostic Report

MRO catalog deduplication, field quality, UOM consistency, and duplicate capital exposure.

Run report
Inventory Risk Intelligence

InventoryMind AI Inventory Risk Report

Dead stock, slow-moving stock, excess, stockout risk, and duplicated stock exposure.

Run report
Procurement Leakage Intelligence

ProcureMind AI Procurement Leakage Report

Emergency procurement, stocked-but-purchased events, repeated buys, supplier alias risk, and price variance.

Run report
Working Capital Intelligence

FinanceMind AI Working Capital Report

Duplicate capital exposure, carrying cost, emergency premium, and recoverable value scenarios.

Run report
Asset-to-Part Intelligence

AssetMind AI Asset-to-Part Risk Report

Asset-to-part linkage, critical spare coverage, obsolete asset spares, and plant risk heatmaps.

Run report
Maintenance Readiness Intelligence

ReliabilityMind AI Maintenance Readiness Report

Work-order spare availability, false stockout risk, repeat demand, and shutdown readiness.

Run report
AI Readiness Intelligence

ReadyMind AI AI Readiness Report

ERP data quality, governance readiness, operational readiness, and first-use-case recommendation.

Run report
Evidence Governance Intelligence

GovernanceMind AI Governance Review Report

Evidence traceability, review-level assignment, owner approval, auditability, and no-write-back governance.

Run report

Recent reports

Authenticated reports retain email delivery status and can be reopened, downloaded, or resent from the report page.

DateEngineIndustryScoreEmailReport
No reports yet. Run a sample or uploaded diagnostic to create the first report.
Enterprise review lens

Use this page to decide the next evidence step.

Industrial IQ pages are designed to move enterprise buyers from operating pain to source-backed diagnostic evidence, not to force an immediate platform commitment.

Best-fit reader

Finance, operations, procurement, maintenance, reliability, ERP/data, security, and executive sponsors.

Evidence to prepare

Relevant ERP, EAM, CMMS, inventory, procurement, asset, work-order, or readiness exports where available.

Output to expect

A diagnostic route, sample proof format, report evidence, confidence tier, owner review path, or commercial next step.

Trust boundary

Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.

Explore the 8 diagnostic enginesView sample reportsReview no ERP write-backRun a Snapshot