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 →
Upload, map, diagnose, report

Industrial IQ Documentation Center

Prepare exported data, map required fields, understand diagnostic outputs, review trust controls, and troubleshoot an Industrial IQ run.

Run Free Industrial IQ SnapshotRequired Data by EngineDocs Home
8Engines
18Industry guides
0ERP write-back
Preparation guide

What should a team prepare before using Industrial IQ?

Use the Documentation Center to find source-file requirements, field mapping, upload workflow, sample reports, report interpretation, trust controls, and no-write-back boundaries before private operational data is shared.

Evidence boundaryEvidence boundary: documentation supports preparation and interpretation; it does not replace customer source-owner review.
Review Required Fields
AI adoption maturity roadmap showing discovery, diagnostics, governance, pilot prioritization, and enterprise scaling stages.
Documentation explains how exported data becomes evidence, reports, actions, and recurring score history.
Task directory

Start with the operating task.

Prepare exported data, map required fields, understand diagnostic outputs, review trust controls, and troubleshoot an Industrial IQ run.

Documentation task Prepare exported data

Check engine-specific required fields, sample datasets, mapping templates, and source-fit rules before upload.

 Documentation task Map required fields

Resolve aliases, required-field coverage, source context, and limitations before a diagnostic run.

 Documentation task Understand diagnostic outputs

Read evidence rows, confidence tiers, score interpretation, assumptions, limitations, and owner actions.

 Documentation task Review trust controls

Validate no ERP write-back, source-file purge, human review, data handling, and report ownership.

 Documentation task Troubleshoot a run

Use the user manual, field guidance, and support path when mapping, source fit, or output review needs attention.

Engine-specific required fields

Each Industrial IQ engine needs a different source-file shape.

The minimum fields let the diagnostic run. The best-upload context improves source-fit, confidence, report completeness, and owner review quality.

Catalog Intelligence

PartsCleanse AI

Primary fileMaterial or item master CSV
Minimum uploadDescription
Engine-specific context addsMaterial Id, Manufacturer, Mpn, Supplier, Uom
Download mapping template
Inventory Risk Intelligence

InventoryMind AI

Primary fileInventory balance CSV
Minimum uploadMaterial Id, Quantity
Engine-specific context addsDescription, Unit Cost, Stock Value, Last Movement Date, Movement Qty
Download mapping template
Procurement Leakage Intelligence

ProcureMind AI

Primary filePurchase order CSV
Minimum uploadPo Number, Description
Engine-specific context addsMaterial Id, Supplier, Unit Price, Quantity, Order Date
Download mapping template
Working Capital Intelligence

FinanceMind AI

Primary fileInventory value file
Minimum uploadMaterial Id, Stock Value
Engine-specific context addsDescription, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate
Download mapping template
Asset-to-Part Intelligence

AssetMind AI

Primary fileAsset register
Minimum uploadAsset Id, Description
Engine-specific context addsMaterial Id, Asset Status, Criticality, Equipment Class, Site
Download mapping template
Maintenance Readiness Intelligence

ReliabilityMind AI

Primary fileWork-order export
Minimum uploadWork Order, Description
Engine-specific context addsMaterial Id, Asset Id, Quantity, Stock On Hand, Priority
Download mapping template
AI Readiness Intelligence

ReadyMind AI

Primary fileERP export sample
Minimum uploadProcess Name, Data Source
Engine-specific context addsBusiness Unit, Data Owner, Data Quality Score, System Of Record, Automation Readiness
Download mapping template
Evidence Governance Intelligence

GovernanceMind AI

Primary fileFindings export
Minimum uploadFinding Id, Finding Type
Engine-specific context addsConfidence, Business Impact, Review Status, Reviewer, Source Record
Download mapping template
Source preparation

Use published samples before private data.

Data asset

Sample Datasets

Use deterministic sample datasets to validate workflow and report structure before private upload.

Open documentation
Data asset

Data Templates

Download engine sample CSVs, mapping templates, and data dictionaries before uploading customer data.

Open documentation
Data asset

Column Mapping Guide

Understand how AI-assisted field matching uses aliases, required fields, optional fields, completeness, confidence, and user confirmation.

Open documentation
Engine guides

Open the guide for the diagnostic you intend to run.

Engine guide

PartsCleanse AI

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

Open documentation
Engine guide

InventoryMind AI

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

Open documentation
Engine guide

ProcureMind AI

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

Open documentation
Engine guide

FinanceMind AI

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

Open documentation
Engine guide

AssetMind AI

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

Open documentation
Engine guide

ReliabilityMind AI

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

Open documentation
Engine guide

ReadyMind AI

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

Open documentation
Engine guide

GovernanceMind AI

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

Open documentation
Run support

Resolve output, trust, and workflow questions.

Operating guide

User Manual

Follow the upload, mapping, diagnostic, report, and review sequence.

Open documentation
Operating guide

Report Guide

Interpret evidence rows, confidence tiers, limitations, score outputs, and owner actions.

Open documentation
Operating guide

Trust Controls

Review no-write-back, data-handling, purge, traceability, and human-review boundaries.

Open documentation
Documentation context

Use the docs to move from source export to reviewed diagnostic evidence.

Each guide keeps Industrial IQ documentation tied to source preparation, validation, evidence review, and Trust controls.

Docs home
Prepare export Use approved CSV/workbook exports or governed sample data. Map fields Confirm required fields, aliases, source fit, and limitations. Review evidence Inspect findings, confidence tiers, assumptions, and owner actions. Trust controls No ERP write-back, source-file purge after report generation, and human review before action.
Agentic readiness tasks

Review fit, context, authority, risk, and evaluation in sequence.

Run the Agentic Fit Test

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Review ten readiness inputs

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Set the authority ceiling

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Map industrial context

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Review registered skills

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Test the sample workflow

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Review security threats

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

Define evaluation gates

Task-oriented guidance with the current R0-R2, read-only, controlled-demo boundary.

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