Compatible with SAP  ·  IBM Maximo  ·  Oracle ERP  ·  Hexagon EAM  ·  Infor  ·  Any CMMS — Run an Industrial IQ diagnostic →
Industrial IQ Documentation Center

ROI-driven product documentation

Complete AI2COE Industrial IQ documentation for platform adoption, engine guides, data preparation, ROI, ICP value, industry packs, methodology, trust, reports, pricing, and recurring value.

Start with Industrial IQ SnapshotRequired Data by EngineDocs Home
Documentation Center

Adoption, ROI, data preparation, governance, and report interpretation in one place.

Industrial IQ documentation is designed for buyer confidence: what it solves, who cares, what data is needed, what output is delivered, what value can be quantified, what decision it supports, and what diagnostic to run next.

UploadCSV export or sample dataset
Source FitRequired fields and data quality
AI MatchColumn aliases and confidence
NormalizeCanonical field preparation
DiagnoseEngine logic and evidence
ReportScore, actions, assumptions
RepeatScore history and renewal value
Getting Started

Start with the fastest path from question to diagnostic.

Start here

What is Industrial IQ?

Industrial IQ is AI2COE's governed Industrial Decision Intelligence platform for uploaded operational data, evidence, scores, reports, actions, score history, benchmarks, and governance without ERP write-back.

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Start here

How Industrial IQ Works

Industrial IQ moves exported operational data through engine selection, source-fit scoring, AI-assisted column matching, normalization, diagnostic scoring, evidence review, report generation, action tracking, and recurring score history.

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Start here

Industrial IQ Snapshot

Industrial IQ Snapshot is the cross-engine entry path that helps a buyer choose the right diagnostic intent and preview source-fit requirements.

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Start here

Required Fields by Engine

Compare minimum viable upload and best upload requirements for all eight Industrial IQ diagnostic engines.

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Platform Overview

Start with the platform model.

Platform guide

What is Industrial IQ?

Industrial IQ is AI2COE's governed Industrial Decision Intelligence platform for uploaded operational data, evidence, scores, reports, actions, score history, benchmarks, and governance without ERP write-back.

Open documentation
Platform guide

How Industrial IQ Works

Industrial IQ moves exported operational data through engine selection, source-fit scoring, AI-assisted column matching, normalization, diagnostic scoring, evidence review, report generation, action tracking, and recurring score history.

Open documentation
Platform guide

Evidence Before Transformation

AI2COE uses diagnostic evidence before transformation spend so leaders can see what data proves, what remains an assumption, and what needs human review before action.

Open documentation
Platform guide

Industrial Intelligence Score

The Industrial Intelligence Score combines engine-level readiness, evidence coverage, risk exposure, confidence tiers, and recurring movement into a leadership view.

Open documentation
Platform guide

Executive Cockpit

The Executive Cockpit turns diagnostic findings into role-ready scorecards, evidence counts, risk concentrations, action status, and renewal value signals.

Open documentation
Platform guide

Action Tracker

The Action Tracker converts findings into owner-assigned review, remediation, governance, and follow-up tasks without writing back to ERP.

Open documentation
Platform guide

Score History

Score History compares recurring diagnostics across sites, engines, and periods so leaders can see whether exposure is reducing or risk is growing.

Open documentation
Platform guide

Reports

Industrial IQ reports explain findings, evidence, score components, assumptions, limitations, confidence tiers, and next actions for internal approval.

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Platform guide

Benchmarks

Benchmarks provide planning context that uploaded-data diagnostics replace with customer-specific evidence.

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Platform guide

Industrial IQ Snapshot

Industrial IQ Snapshot is the cross-engine entry path that helps a buyer choose the right diagnostic intent and preview source-fit requirements.

Open documentation
Engine Guides

Product-wise documentation for all eight engines.

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, confidence tiering, human review, auditability, and no-write-back governance.

Open documentation
Data Preparation

Prepare source exports and mapping before upload.

Data guide

Data Preparation

Prepare CSV exports so Industrial IQ can profile source fit, infer column mapping, normalize fields, and run trustworthy diagnostics.

Open documentation
Data guide

Data Templates

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

Open documentation
Data guide

Required Fields by Engine

Compare minimum viable upload and best upload requirements for all eight Industrial IQ diagnostic engines.

Open documentation
Data guide

Column Mapping Guide

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

Open documentation
Data guide

Sample Datasets

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

Open documentation
Data guide

Data Quality Checklist

Check completeness, identifiers, dates, values, site context, asset context, supplier aliases, and owner fields before upload.

Open documentation
Data guide

SAP Export Guide

Export material master, inventory, purchasing, asset, and work-order CSVs from SAP for Industrial IQ diagnostics.

Open documentation
Data guide

IBM Maximo Export Guide

Export item, asset, inventory, work-order, and failure-code data from Maximo for Industrial IQ diagnostics.

Open documentation
Data guide

Oracle Export Guide

Export item master, inventory valuation, purchase order, asset, and maintenance records from Oracle for Industrial IQ diagnostics.

Open documentation
Data guide

CMMS Export Guide

Export work-order, spare, asset, and maintenance history from CMMS tools for Industrial IQ diagnostics.

Open documentation
Required Fields

Minimum viable upload and best upload requirements.

EngineRequired Data FileRequired FieldsOptional FieldsOutput GeneratedMinimum Viable UploadBest Upload
PartsCleanse AI Material or item master CSV Description Material Id, Manufacturer, Mpn, Supplier, Uom, Quantity Catalog health score, evidence, report, actions, score history Description Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
InventoryMind AI Inventory balance CSV Material Id, Quantity Description, Unit Cost, Stock Value, Last Movement Date, Movement Qty, Demand Inventory health score, evidence, report, actions, score history Material Id, Quantity Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
ProcureMind AI Purchase order CSV Po Number, Description Material Id, Supplier, Unit Price, Quantity, Order Date, Order Type Procurement leakage score, evidence, report, actions, score history Po Number, Description Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
FinanceMind AI Inventory value file Material Id, Stock Value Description, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate, Emergency Premium Working capital score, evidence, report, actions, score history Material Id, Stock Value Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
AssetMind AI Asset register Asset Id, Description Material Id, Asset Status, Criticality, Equipment Class, Site, Last Used Date Asset intelligence score, evidence, report, actions, score history Asset Id, Description Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
ReliabilityMind AI Work-order export Work Order, Description Material Id, Asset Id, Quantity, Stock On Hand, Priority, Planned Shutdown Maintenance readiness score, evidence, report, actions, score history Work Order, Description Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
ReadyMind AI ERP export sample Description Material Id, Asset Id, Quantity, Unit Cost, Supplier, Site AI readiness score, evidence, report, actions, score history Description Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
GovernanceMind AI Findings export Finding Id, Description Confidence, Review Status, Reviewer, Source Record, Action Owner, Created At Governance readiness score, evidence, report, actions, score history Finding Id, Description Required fields plus site, value, date, owner, asset, supplier, and criticality context where available.
Sample Datasets

Validate workflow before private upload.

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
ROI and Value Realization

Assumption-safe value documentation.

ROI guide

How Industrial IQ Creates Value

Industrial IQ creates value by turning uploaded operational data into evidence-backed exposure, confidence, action, and recurring score movement.

Open documentation
ROI guide

Working Capital Exposure

Measures inventory value, duplicate families, dead stock, emergency premiums, and recoverable exposure as an estimate until uploaded data confirms it.

Open documentation
ROI guide

Inventory Carrying Cost

Estimates the annual cost of holding duplicate, dead, slow-moving, or excess inventory under transparent assumptions.

Open documentation
ROI guide

Procurement Leakage

Measures repeated purchases, stocked-but-purchased events, emergency buys, supplier overlap, and price variance.

Open documentation
ROI guide

Emergency Procurement Premium

Estimates premium paid for urgent, expedited, or breakdown purchases compared with normal buying patterns.

Open documentation
ROI guide

Dead Stock Reduction

Identifies inventory with weak movement, low demand, or obsolete asset context that may be reviewed for reduction.

Open documentation
ROI guide

Stockout Risk Reduction

Identifies critical parts, low stock, duplicate-family alternatives, and maintenance demand signals that may reduce false stockout risk.

Open documentation
ROI guide

Maintenance Readiness Value

Links work orders, spare availability, priority, failure codes, and shutdown flags to readiness decisions.

Open documentation
ROI guide

AI Readiness Value

Measures whether ERP, EAM, CMMS, and procurement exports are complete, governed, and usable for the first safe AI use case.

Open documentation
ROI guide

Renewal Value Report

Shows value over time: exposure identified, evidence reviewed, actions accepted, actions completed, score movement, and remaining risk.

Open documentation
ICP Value Guides

Role-specific decision documentation.

ICP value

CFO

Value guide for CFO: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

COO

Value guide for COO: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

CIO

Value guide for CIO: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

Procurement Director

Value guide for Procurement Director: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

Maintenance Director

Value guide for Maintenance Director: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

Reliability Manager

Value guide for Reliability Manager: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

SAP / Maximo Lead

Value guide for SAP / Maximo Lead: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
ICP value

Board / Investor

Value guide for Board / Investor: evidence, report outputs, KPI impact, ROI levers, and recommended diagnostic.

Open documentation
Industry Guides

Industry-specific diagnostic packs.

Industry guide

Oil & Gas

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Mining

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Manufacturing

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Utilities

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Power Generation

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Chemicals

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Food & Beverage

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Pharmaceuticals

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Transportation & Logistics

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Ports & Marine

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Aviation

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Construction & Heavy Equipment

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Healthcare Facilities

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Higher Education Campuses

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Government & Public Infrastructure

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Data Centers

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Renewable Energy

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Industry guide

Water & Wastewater

Industry diagnostic package, required files, executive interpretation, ROI levers, and recurring value use case.

Open documentation
Methodology

Score formulas, evidence boundaries, assumptions, and limitations.

Methodology

Methodology

Industrial IQ methodology explains what is measured, what evidence is used, how scores are interpreted, and what is not claimed.

Open documentation
Methodology

Catalog Health Score

Measures duplicate exposure, description quality, manufacturer and MPN coverage, supplier aliases, UOM consistency, and obsolete-risk signals.

Open documentation
Methodology

Inventory Health Score

Measures dead stock, excess, stockout risk, slow movement, critical spare coverage, and duplicated stock exposure.

Open documentation
Methodology

Procurement Leakage Score

Measures emergency buys, repeated purchases, stocked-but-purchased signals, supplier overlap, and price variance.

Open documentation
Methodology

Working Capital Exposure Methodology

Summarizes value-at-risk, carrying-cost assumptions, emergency premium assumptions, and customer-specific diagnostic requirements.

Open documentation
Methodology

Asset Intelligence Score

Measures asset-to-part linkage, critical spare coverage, active asset relevance, equipment class context, and obsolete-asset exposure.

Open documentation
Methodology

Reliability Readiness Score

Measures spare availability, work-order priority, false stockout risk, planned shutdown readiness, and repeat demand evidence.

Open documentation
Methodology

AI Readiness Score

Measures ERP export usability, data completeness, governance ownership, freshness, and first-use-case readiness.

Open documentation
Methodology

Governance Readiness Score

Measures evidence traceability, confidence tiering, review ownership, audit trail, and no-write-back governance controls.

Open documentation
Methodology

Industrial Intelligence Score Methodology

Combines engine readiness, evidence coverage, business impact, governance status, and recurring score movement.

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Trust and Governance

Enterprise controls, no-write-back boundaries, and review discipline.

Trust guide

Trust and Governance

Industrial IQ findings are source-backed, confidence-scored, human-reviewable, audit-ready, and no-write-back.

Open documentation
Trust guide

No ERP Write-Back

Industrial IQ does not change, merge, delete, or write records back to ERP, EAM, CMMS, procurement, or BI systems.

Open documentation
Trust guide

Data Retention

Uploaded source files are processed for diagnostic output and purged according to the disclosed retention boundary.

Open documentation
Trust guide

Evidence Traceability

Every finding should connect to source fields, mapped inputs, reason codes, and confidence tiers.

Open documentation
Trust guide

Confidence Tiers

Confidence tiers separate high-confidence findings from review-required signals and weak evidence.

Open documentation
Trust guide

Human Review

Industrial IQ recommends evidence-backed review, not autonomous master-data or supplier action.

Open documentation
Trust guide

False Positive Control

Potential unsafe matches are routed to review rather than presented as automatic cleanup instructions.

Open documentation
Trust guide

Audit Trail

Runs, findings, evidence, review status, actions, and report artifacts create an auditable decision record.

Open documentation
Trust guide

Responsible AI

Industrial IQ uses explainable diagnostics, labeled samples, transparent assumptions, and human approval controls.

Open documentation
Trust guide

Security Controls

Security controls protect portal access, report ownership, source upload handling, and admin operations.

Open documentation
Trust guide

Sample vs Real Data

Sample diagnostics prove workflow and report structure; uploaded-data diagnostics replace assumptions with customer-specific evidence.

Open documentation
Reports and Outputs

Report interpretation for executive, finance, procurement, inventory, readiness, governance, and renewal decisions.

Report guide

Reports and Outputs

Industrial IQ reports are designed for executive review, source-backed evidence, assumptions, limitations, action ownership, and recurring score movement.

Open documentation
Report guide

Executive Summary Report

Summarizes diagnostic scope, score, top findings, evidence coverage, assumptions, limitations, and next actions.

Open documentation
Report guide

CFO Report

Frames findings as working-capital exposure, carrying cost, emergency premium, accepted value, and remaining exposure.

Open documentation
Report guide

Procurement Leakage Report

Explains emergency buys, repeated purchases, supplier overlap, stocked-but-purchased signals, and buyer actions.

Open documentation
Report guide

Inventory Risk Report

Explains dead stock, excess, slow movement, stockout risk, critical spare coverage, and inventory actions.

Open documentation
Report guide

AI Readiness Report

Explains ERP export usability, data quality gaps, governance ownership, readiness blockers, and first-use-case sequence.

Open documentation
Report guide

Governance Review Report

Explains evidence traceability, confidence tiers, human review, audit trail, false-positive control, and no-write-back boundaries.

Open documentation
Report guide

Renewal Value Report

Explains identified exposure, evidence reviewed, actions accepted, actions completed, score movement, benchmark comparison, and renewal value.

Open documentation
Pricing and Plans

Commercial adoption path from free snapshot to recurring intelligence.

Plan guide

Pricing Guide

Industrial IQ pricing moves from Free Snapshot to Diagnostic Plan, Continuous Intelligence, and Enterprise Multi-Site Intelligence.

Open documentation
Plan guide

Plans

Compare what is included by plan, who it is for, time to value, data required, report outputs, and upgrade path.

Open documentation
Plan guide

Free Industrial IQ Snapshot

A low-friction entry path with sample diagnostics, limited upload, top findings, and score preview.

Open documentation
Plan guide

Diagnostic Plan

A paid proof-of-value plan for selected engine diagnostics, evidence tables, executive reports, and optional human review.

Open documentation
Plan guide

Continuous Intelligence Plan

A recurring plan for monthly or quarterly uploads, score history, action tracking, benchmark comparison, reports, and renewal value.

Open documentation
Plan guide

Enterprise Intelligence Plan

An expansion plan for all engines, multi-site rollup, executive cockpit, governance exports, benchmark reports, and private deployment options if required.

Open documentation
Plan guide

Pilot Process

A structured path from diagnostic scoping to sample validation, private upload, evidence review, executive report, action plan, and renewal recommendation.

Open documentation
Plan guide

Implementation Timeline

A typical implementation starts with sample review, export preparation, upload, mapping, diagnostic run, review, report, and recurring cadence.

Open documentation
Plan guide

Support

Support explains data-preparation help, mapping guidance, report interpretation, trust controls, and diagnostic scoping.

Open documentation
FAQs

Common buyer questions before upload, diagnostic review, and plan selection.

FAQ

FAQs

Common questions about Industrial IQ, engine selection, data preparation, sample vs real results, no ERP write-back, pricing, reports, and governance.

Open documentation
Force Team validation

Industrial IQ Documentation Center buyer enablement checklist.

Problem solvedTurns an operational data question into source-backed diagnostic evidence.
Who caresCFO, COO, CIO, procurement, maintenance, reliability, ERP, governance, and board stakeholders where relevant.
Data neededCSV exports with stable IDs, descriptions, quantities, values, dates, site, asset, supplier, and owner context where available.
Output deliveredScores, evidence table, confidence tiers, executive report, action tracker items, score history, and governance status.
Value quantifiedWorking capital, carrying cost, emergency premium, dead stock, stockout risk, readiness gaps, or governance risk depending on diagnostic intent.
Decision supportedWhether to act, review, normalize data, escalate findings, fund remediation, or repeat the diagnostic cadence.
Report shared internallyExecutive, CFO, procurement, inventory, readiness, governance, or renewal value report.
Recurring valueBaseline score -> re-upload -> score movement -> action closure -> benchmark comparison -> renewal value report.
Assumptions and limitationsBenchmarks and estimates remain planning context until customer-specific uploaded data is analyzed and reviewed.
Trust controlsNo ERP write-back, evidence traceability, confidence tiers, human review, false-positive control, audit trail, and data-retention boundaries.
Start with Industrial IQ Snapshot View Required Data by Engine Review Trust Controls
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