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 Planning Models

Assumption discipline before decision-making.

Planning models guide early qualification. Diagnostic runs replace assumptions with mapped source evidence, confidence tiers, and score snapshots.

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.
Planning model governance

Use assumptions to qualify the question, not to claim the result.

Industrial IQ planning model pages exist to help CFO, COO, CIO, procurement, maintenance, and data leaders frame a diagnostic review before private uploads. The planning layer explains what a signal could mean, what source data would be needed to prove it, and which Industrial IQ engine should run first.

Customer-specific findings require uploaded operational data, field mapping, diagnostic scoring, confidence-tiered evidence, and human review. That boundary keeps early planning useful without implying realized savings or unsupported operational outcomes.

Trust boundary: no ERP write-back, no autonomous remediation, source-file purge after report generation, and human review before action remain the control model for moving from planning assumption to diagnostic evidence.
Planning boundary

Planning assumptions are not customer outcome evidence

Assumption models help a buyer decide whether a diagnostic is worth running. They are replaced by uploaded-data evidence once source files are mapped and reviewed.

Finance discipline

Exposure needs evidence

Working-capital, inventory, and procurement estimates stay explicitly labeled until FinanceMind AI, InventoryMind AI, or ProcureMind AI can trace the signal to exported operational data.

Operational discipline

Risk needs owner review

Downtime, false-stockout, and maintenance-readiness indicators are routed into confidence tiers and review actions before a buyer treats them as operational priorities.

EngineScoreClaims discipline
PartsCleanse AICatalog health scoreUploaded-data result when available; sample and planning assumptions are labeled.
InventoryMind AIInventory health scoreUploaded-data result when available; sample and planning assumptions are labeled.
ProcureMind AIProcurement leakage scoreUploaded-data result when available; sample and planning assumptions are labeled.
FinanceMind AIWorking capital scoreUploaded-data result when available; sample and planning assumptions are labeled.
AssetMind AIAsset intelligence scoreUploaded-data result when available; sample and planning assumptions are labeled.
ReliabilityMind AIMaintenance readiness scoreUploaded-data result when available; sample and planning assumptions are labeled.
ReadyMind AIAI readiness scoreUploaded-data result when available; sample and planning assumptions are labeled.
GovernanceMind AIGovernance readiness scoreUploaded-data result when available; sample and planning assumptions are labeled.
Product evidence map

See the operating surface, not another product paragraph.

Industrial IQ product pages use the same source, evidence, review, report, and action vocabulary across the platform.

Open Product Walkthrough
Source export

CSV or workbook input remains separate from production-system write-back.

 Field mapping

Required fields, source fit, and unmapped context are visible before analysis.

 Evidence output

Findings retain source context, confidence, assumptions, and limitations.

 Owner action

Reviewed findings move into accountable actions and score history.

Executive 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.

Audience

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

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