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

The Industrial Decision Intelligence SaaS layer by AI2COE.

Upload operational data, run active diagnostics, review source-backed evidence, quantify value, and track improvement without ERP write-back.

8Active diagnostic engines
18Industry configurations
0ERP write-back
Industrial IQ diagnostic dashboard showing AI readiness, risk, evidence confidence, and operational maturity indicators.
Eight Industrial IQ engines share one diagnostic model: mapped data, evidence, confidence tiers, scores, reports, actions, and history.
Evidence summary

Industrial IQ capability guide

Industrial IQ Platform: The platform page explains how Industrial IQ converts exported operational records into decision-ready evidence across catalog, inventory, procurement, finance, asset, reliability, readiness, and governance use cases. Industrial IQ turns exported ERP, EAM, CMMS, inventory, procurement, asset, maintenance, and finance data into evidence, scores, reports, actions, and.

Run Free Industrial IQ Snapshot
Review ownerTransformation sponsors and data owners who need one operating model across the eight Industrial IQ engines.
Input file contextMapped exports from ERP, EAM, CMMS, inventory, procurement, asset, work-order, finance, readiness, and governance systems.
Diagnostic evidenceA shared diagnostic workflow across all eight engines: mapped data, validation, evidence, confidence tiers, score outputs, executive reports, actions, and recurring history.
Recommended actionReview the eight-engine model, then run Industrial IQ Snapshot to select the first diagnostic path.
Guided Diagnostic Selector

Choose the pilot by buyer role, pain point, and data already available.

Industrial IQ Platform should not force buyers to guess the right engine. The selector translates role and pain into the recommended Industrial IQ pilot, minimum data file, expected report, and next action.

Pain-to-engine routing
Buyer painRecommended engineReadinessMinimum evidence file
Duplicate or inconsistent item recordsPartsCleanse AICommercial Pilot ReadyMaterial master / item master / supplier and UOM fields
Dead stock, excess inventory, stockout riskInventoryMind AICommercial Pilot ReadyInventory balance, movement, criticality, min/max
Emergency buys, repeat purchases, supplier leakageProcureMind AIEnterprise Pilot AvailablePurchase orders, supplier, price, emergency flags, stock on hand
Board-level exposure and carrying costFinanceMind AIEnterprise Pilot AvailableInventory value, cost assumptions, duplicate or leakage evidence
Asset-to-part gaps and critical spare coverageAssetMind AISample Diagnostic AvailableAsset register, material master, BOM/work-order references
Work-order readiness and false stockout riskReliabilityMind AISample Diagnostic AvailableWork orders, asset IDs, parts required, stock on hand
ERP, data, and AI readinessReadyMind AISample Diagnostic AvailableERP export sample, ownership, approval status, governance context
Owner review, audit trail, responsible AIGovernanceMind AIEnterprise Pilot AvailableFindings, confidence, review status, source records, owners
Your Role. Your Engine. Your Evidence.

Industrial IQ Platform should answer the buyer's first five questions without a sales call.

Enterprise buyers do not evaluate Industrial IQ as one person. Finance, operations, procurement, maintenance, ERP, security, and board sponsors each need a different proof path. This console gives every ICP a fast route to the right engine, data requirement, output, and trust control.

Enterprise Decision Model

Find my role. Pick my engine. See the data. Trust the output. Act safely.

Buyer identityChoose the role that owns the decision so the page presents value, risk, proof, and evaluation concerns in the right language.
Industry contextMatch the diagnostic pack to sector-specific operating reality instead of forcing every buyer through a generic product story.
Source data clarityShow minimum viable upload, best upload, sample datasets, field mapping, and what happens when fields are missing.
Output proofExpose sample reports, evidence tables, review levels, score interpretation, action tracker, and score history before private upload.
Trust boundaryKeep no ERP write-back, owner review, review levels, audit evidence, and sample-versus-uploaded-data labeling visible near the CTA.
Visual engine system

Industrial IQ platform is one platform with eight diagnostic AI engines.

Each engine has a distinct decision domain, but all use the same governed pattern: exported data, field mapping, source-backed evidence, confidence tiers, human review, reports, action tracking, and no ERP write-back.

View all engines
Engine Recommendation Matrix

Choose the engine by decision owner, data file, and operating question.

EngineDecision domainPrimary ICPMinimum uploadAction
PartsCleanse AI Catalog Intelligence CFO, CIO, Procurement, Maintenance, and Materials leaders Description Run
InventoryMind AI Inventory Risk Intelligence CFO, COO, Inventory, Materials, and Supply Chain leaders Material Id, Quantity Run
ProcureMind AI Procurement Leakage Intelligence CPO, Procurement Director, CFO, and Supply Chain leaders Po Number, Description Run
FinanceMind AI Working Capital Intelligence CFO, Finance Head, Procurement, and Board advisors Material Id, Stock Value Run
AssetMind AI Asset-to-Part Intelligence Asset Integrity, Maintenance, Reliability, and Operations leaders Asset Id, Description Run
ReliabilityMind AI Maintenance Readiness Intelligence Maintenance Director, Reliability Manager, COO, and Plant leaders Work Order, Description Run
ReadyMind AI AI Readiness Intelligence CIO, CTO, COO, Data Governance, and AI Transformation leaders Process Name, Data Source Run
GovernanceMind AI Evidence Governance Intelligence CISO, CIO, Audit, Governance, and Transformation leaders Finding Id, Finding Type Run
8-engine outcome evidence

Every Industrial IQ product gets a buyer-readable proof frame.

Competitors often show one proof metric. Industrial IQ shows the full decision chain: input data, diagnostic signal, evidence output, review role, governance status, and next action for each engine.

Explore all engines
CFO decision frame Assumption-labeled frame

PartsCleanse AI

Oil & Gas upstream · SAP / Maximo pre-migration item master

Assumption duplicate-rate planning input
5 executive report artifacts

"Use the diagnostic to replace catalog-risk assumptions with duplicate-family evidence, confidence tiers, and capital-exposure interpretation."

Finance, maintenance, procurement, and ERP owners

Run PartsCleanse AI
CFO inventory frame Sample diagnostic frame

InventoryMind AI

Utilities and critical infrastructure · Inventory balance, movement history, criticality, and min/max exports

30/90/180 movement aging bands
0 automatic stock policy changes

"InventoryMind separates dead, slow-moving, excess, and stockout-risk signals before policy changes are proposed."

CFO, inventory, and supply-chain leadership

Run InventoryMind AI
Procurement leakage frame Sample diagnostic frame

ProcureMind AI

Manufacturing · PO history, supplier master, price history, and item references

12 months PO history window
3 leakage signal classes

"ProcureMind links emergency buys, repeated purchases, supplier overlap, and price variance to source purchase evidence."

Procurement director and category leads

Run ProcureMind AI
Board finance frame Benchmark-labeled frame

FinanceMind AI

Oil & Gas and mining · Inventory value, duplicate-family evidence, carrying-cost rate, and recoverability assumptions

4 scenario views
100% assumptions labeled

"FinanceMind turns operational findings into conservative, base, stretch, and uploaded-data views without implying fixed financial outcomes."

CFO, board sponsor, and finance team

Run FinanceMind AI
COO asset coverage frame Sample diagnostic frame

AssetMind AI

Data centers · Asset register, criticality, material master, and equipment-class exports

3 link confidence tiers
Criticality weighted coverage

"AssetMind shows where critical assets have clear spare coverage, weak linkage, or no defensible part relationship."

COO, facilities, and asset integrity

Run AssetMind AI
Maintenance readiness frame Sample diagnostic frame

ReliabilityMind AI

Power generation · Work orders, shutdown flags, asset criticality, and stock-on-hand exports

Shutdown readiness flag
False stockout risk signal

"ReliabilityMind shows where planned work is exposed by spare availability, repeat demand, or weak item visibility."

Maintenance director and reliability manager

Run ReliabilityMind AI
CIO readiness frame Sample diagnostic frame

ReadyMind AI

Manufacturing and industrial portfolios · ERP export sample, ownership fields, data freshness, and first-use-case evidence

6 readiness gates
1 recommended first use case

"ReadyMind grounds AI readiness in actual operational data, not generic maturity survey answers."

CIO, CTO, and transformation office

Run ReadyMind AI
CISO review frame Sample diagnostic frame

GovernanceMind AI

Pharmaceuticals and regulated operations · Findings, confidence, reviewer, review status, source record, and audit event exports

3 confidence tiers
Human approval required

"GovernanceMind shows what is high-confidence, what needs review, and what should never be automated."

CISO, audit, quality, and governance

Run GovernanceMind AI

Use benchmark frames for early qualification. Use uploaded-data results for customer-specific decisions.

Product proof workflow

Show the buyer the workflow before asking for data.

These illustrative UI previews make Industrial IQ tangible: upload, mapping, evidence, score, report, and governed actions are visible before a private file is uploaded.

Open walkthrough
Industrial IQ illustrative upload workflow preview
01
Upload operational data

CSV/workbook exports from ERP, EAM, CMMS, inventory, procurement, asset, and maintenance systems. No ERP write-back.

Industrial IQ field mapping preview
02
Map fields

AI-assisted column matching exposes required fields, optional fields, source-fit score, and data readiness before the run.

Industrial IQ evidence table preview
03
Evidence table

Findings show source row, matched record, reason code, confidence, business impact, and reviewer status.

Industrial IQ diagnostic score preview
04
Diagnostic score

Score cards separate duplicate risk, source-fit, capital exposure band, and action priority.

Product experience

Inspect the upload, mapping, evidence, score, report, and action workflow before private data is uploaded.

These are illustrative Industrial IQ UI previews using sample/demo labels. They show the enterprise workflow buyers should expect: read-only upload, mapped fields, confidence-tiered evidence, executive reporting, and governed action tracking.

Industrial IQ in 2 Minutes
Industrial IQ illustrative upload workflow preview Illustrative product UI preview

Upload operational data

CSV/workbook exports from ERP, EAM, CMMS, inventory, procurement, asset, and maintenance systems. No ERP write-back.

Industrial IQ field mapping preview Illustrative product UI preview

Map fields

AI-assisted column matching exposes required fields, optional fields, source-fit score, and data readiness before the run.

Industrial IQ evidence table preview Illustrative product UI preview

Evidence table

Findings show source row, matched record, reason code, confidence, business impact, and reviewer status.

Industrial IQ diagnostic score preview Illustrative product UI preview

Diagnostic score

Score cards separate duplicate risk, source-fit, capital exposure band, and action priority.

Preview boundary: visuals use sample/demo content and do not represent customer data, approved customer outcomes, or financial commitments.

What is AI2COE Industrial IQ?

A governed Industrial Decision Intelligence platform above exported operational data.

Industrial IQ sits above exported data from SAP, IBM Maximo, Oracle, Infor, Hexagon EAM, CMMS, procurement tools, inventory files, asset registers, and work-order data. It does not replace ERP, EAM, CMMS, procurement, inventory, maintenance, or BI systems. It creates evidence-backed decision intelligence those systems usually do not provide in one place.

The 8 active diagnostic engines follow the same governed pattern: upload, preview, map, validate, analyze, score, evidence, human review, report, action tracker, and recurring score history.

One unified portal. Every Industrial IQ engine follows the same governed upload-to-evidence contract: mapped data, deterministic analyzers, findings, evidence, confidence, review, reports, and recurring score history. No ERP write-back. No autonomous master-data change. No uncontrolled remediation.
Why industrial AI fails without evidence and governance

Transformation programs move faster when the first output is inspectable evidence.

Industrial teams often start with platforms, dashboards, or automation roadmaps before they know whether the underlying records are measurable, material, and safe to act on. Industrial IQ reverses the sequence: prove the finding, show the source evidence, assign review ownership, then decide what changes are worth funding.

Evidence before transformationEvery finding is tied to mapped source fields, confidence, and review status.
Governance before actionHuman review, audit trail, no write-back, and confidence controls sit inside every engine.
Recurring SaaS valueRepeated uploads feed score history, action tracking, benchmark comparison, and renewal value reports.
How upload-to-intelligence works

Operational Data -> Industrial IQ Diagnostic Engines -> Evidence -> Scores -> Reports -> Actions -> Score History -> Executive Decisions.

Operational Data CSV exports from SAP, IBM Maximo, Oracle, Infor, Hexagon EAM, CMMS, procurement, inventory, asset, and work-order systems.
Industrial IQ Diagnostic Engines Eight deterministic engines map fields, validate quality, and run governed analyzers.
Evidence Source records, reason codes, confidence tiers, and human-review status.
Scores Health, risk, leakage, working-capital, readiness, and governance signals.
Reports Engine reports, unified executive report, sample mode labels, PDF exports, and email delivery status.
Actions Owner-assigned review items with status, confidence, finding ID, and owner action.
Score History Recurring snapshots showing change versus prior runs, sample versus uploaded data, and risk level.
Executive Decisions CFO, COO, CIO, procurement, maintenance, board, and investor views.
Recurring SaaS value chain

First diagnostic -> baseline Industrial IQ score -> recurring uploads -> score movement -> action tracker -> benchmark comparison -> renewal value report -> multi-site expansion.

First diagnostic Establish a governed baseline from uploaded or sample operational data.
Baseline Industrial IQ score Record the starting catalog, inventory, procurement, finance, asset, reliability, readiness, and governance signal.
Monthly or quarterly re-upload Refresh the evidence without ERP write-back or disruptive implementation work.
Score movement Compare current score, risk tier, evidence volume, and confidence mix against prior snapshots.
Action tracker Show accepted, deferred, rejected, and completed review actions by owner.
Benchmark comparison Separate public benchmark assumptions from customer-specific uploaded-data movement.
Renewal value report Summarize identified, reviewed, resolved, remaining, and expanded opportunity value.
Multi-site expansion Roll the same diagnostic model across plants, regions, and engine packs.
Operating layer

One command center for evidence, action, and recurring review.

Industrial Intelligence ScoreAggregate engine scores into one board-level view.Open
Executive CockpitCFO, COO, CIO, procurement, maintenance, and board views.Open
Action TrackerConvert findings into owner-assigned work.Open
Score HistoryTrack monthly or quarterly improvement.Open
ReportsGenerate engine-specific and unified reports.Open
Governance LayerReview confidence, evidence, and audit readiness.Open
Buyer PacksCFO, COO, CIO/ERP, procurement, maintenance, and CISO/legal packaged journeys.Open
Evidence ContractThe shared trust model behind every engine output.Open
Universal Diagnostic WorkbenchUpload, source-fit score, AI match, normalize, mapped readiness, run, report.Open
Sample DatasetsRun governed sample mode before uploading customer data.Open
Sample ReportsInspect HTML, PDF, CSV, mapping, and dictionary samples for every engine.Open
Sample Board PackPublic board-ready sample bundle across all 8 engines and buyer roles.Open
OEE Impact CalculatorModel the planning-level operational effect of catalog disorder on false stockouts, emergency buys, and downtime.Open
Competitive PositioningHow Industrial IQ compares against MRO data, MDM, EAM, APM, and consulting alternatives.Open
Renewal ValueShow identified, reviewed, accepted, resolved, and remaining value.Open
Catalog Intelligence

PartsCleanse AI

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

Problem solvedCatalog health score
Input dataDescription
OutputPartsCleanse AI Catalog Diagnostic Report
Owner personaCFO, CIO, Procurement, Maintenance, and Materials leaders
StatusCommercial Pilot Ready

Run DiagnosticTry sampleProduct page

Inventory Risk Intelligence

InventoryMind AI

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

Problem solvedInventory health score
Input dataMaterial Id, Quantity
OutputInventoryMind AI Inventory Risk Report
Owner personaCFO, COO, Inventory, Materials, and Supply Chain leaders
StatusCommercial Pilot Ready

Run DiagnosticTry sampleProduct page

Procurement Leakage Intelligence

ProcureMind AI

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

Problem solvedProcurement leakage score
Input dataPo Number, Description
OutputProcureMind AI Procurement Leakage Report
Owner personaCPO, Procurement Director, CFO, and Supply Chain leaders
StatusEnterprise Pilot Available

Run DiagnosticTry sampleProduct page

Working Capital Intelligence

FinanceMind AI

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

Problem solvedWorking capital score
Input dataMaterial Id, Stock Value
OutputFinanceMind AI Working Capital Report
Owner personaCFO, Finance Head, Procurement, and Board advisors
StatusEnterprise Pilot Available

Run DiagnosticTry sampleProduct page

Asset-to-Part Intelligence

AssetMind AI

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

Problem solvedAsset intelligence score
Input dataAsset Id, Description
OutputAssetMind AI Asset-to-Part Risk Report
Owner personaAsset Integrity, Maintenance, Reliability, and Operations leaders
StatusSample Diagnostic Available

Run DiagnosticTry sampleProduct page

Maintenance Readiness Intelligence

ReliabilityMind AI

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

Problem solvedMaintenance readiness score
Input dataWork Order, Description
OutputReliabilityMind AI Maintenance Readiness Report
Owner personaMaintenance Director, Reliability Manager, COO, and Plant leaders
StatusSample Diagnostic Available

Run DiagnosticTry sampleProduct page

AI Readiness Intelligence

ReadyMind AI

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

Problem solvedAI readiness score
Input dataProcess Name, Data Source
OutputReadyMind AI AI Readiness Report
Owner personaCIO, CTO, COO, Data Governance, and AI Transformation leaders
StatusSample Diagnostic Available

Run DiagnosticTry sampleProduct page

Evidence Governance Intelligence

GovernanceMind AI

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

Problem solvedGovernance readiness score
Input dataFinding Id, Finding Type
OutputGovernanceMind AI Governance Review Report
Owner personaCISO, CIO, Audit, Governance, and Transformation leaders
StatusEnterprise Pilot Available

Run DiagnosticTry sampleProduct page

Buyer intent

What decision this page helps the buyer make.

Decision question

How does Industrial IQ route different operating questions into one diagnostic evidence model?

Best-fit reader

Transformation sponsors, CIO teams, data owners, and operating leaders comparing the eight-engine platform model.

Related decision topics
Industrial IQoperational data diagnosticsevidence reportsaction tracking
Useful next reads
Buyer journey

Choose the next action by buyer readiness.

Choose the next action based on where the buying committee is now: proof review, data readiness, pilot scoping, or security validation.

Open evaluation guide

Trust boundary: No ERP write-back. Source files purged after report generation. Human review before action. Sample reports use demonstration data until replaced by uploaded-data diagnostics.

Decision framework

What this page helps leaders decide.

Definition

Industrial IQ is AI2COE's governed diagnostic platform for catalog, inventory, procurement, finance, asset, reliability, readiness, and governance intelligence.

Commercial relevance

The platform gives leadership one operating model for turning fragmented exported data into evidence that can be read by finance, operations, IT, procurement, maintenance, reliability, and governance teams.

Operational symptoms

Disconnected source systems, repeated manual spreadsheet reviews, delayed ERP cleanup decisions, unclear ownership, and weak confidence in transformation data.

Required input files

Exported material masters, inventory balances, purchase orders, supplier records, asset registers, BOM references, work orders, finance assumptions, and review-state data.

Diagnostic method

Industrial IQ follows one workflow across engines: upload, map, validate, diagnose, evidence, score, report, assign action, and track score history.

Evidence model

Engine-specific evidence tables, score outputs, confidence tiers, report packs, action tracker records, and governance context.

Buyer-role interpretation

CIOs and CTOs verify data boundaries, CFOs verify value logic, COOs verify operating usefulness, and CISOs verify no uncontrolled system change.

Traditional approach vs Industrial IQ

ERP reporting shows what a system records. Industrial IQ tests whether the data is decision-ready before ERP remediation, AI adoption, or inventory policy changes.

Trust boundary

The platform is diagnostic-first: no ERP write-back, no uncontrolled remediation, and human review before action.

Recommended next step

Run an Industrial IQ Snapshot when the buyer needs routing clarity, view sample reports when the buyer needs proof format, request a diagnostic discussion when scope and data availability are known, or explore pricing when the buying path is ready for commercial review.

Related Industrial IQ pages

Industrial IQ platform · Industrial IQ Snapshot · Sample reports · Documentation · Trust Center

Enterprise context

What is an industrial AI platform for diagnostics?

An industrial AI diagnostic platform evaluates exported operational data, field mapping, source fit, evidence confidence, executive reporting, and action ownership before a buyer commits to system integration or transformation work. Industrial IQ is designed as the evidence layer above ERP, EAM, CMMS, inventory, procurement, and finance exports. The Industrial AI Readiness assessment hub explains the readiness category; ReadyMind AI remains the engine for readiness diagnostics inside the platform.

Business outcome

One operating model connects catalog, inventory, procurement, finance, asset, reliability, readiness, and governance diagnostics.

Financial impact

Commercial exposure is tied to source-backed evidence rather than interview-only assumptions.

Operational impact

Industrial data operations become repeatable across engines and buyer teams.

Risk control

No ERP write-back and human review remain platform-level boundaries.

Related operating terms

Relevant systems and source data

Connected decision paths

Industrial IQ diagnostic engines · sample evidence and report outputs · Industrial AI Readiness assessment hub · diagnostic workflow documentation · trust and governance controls

Branded visual operating model

One platform workflow, shown visually.

Industrial IQ connects operational context, source data, diagnostic evidence, and action ownership.

View workflow
Branded industrial operations visual showing plant assets, stores, maintenance context, and Industrial IQ diagnostic overlay.
Industrial context Start from real operating context

MRO stores, assets, maintenance, procurement, and site context are shown as the operating layer behind every diagnostic.

Branded source export visual showing ERP, EAM, CMMS, inventory, procurement, asset, and work-order data flowing into Industrial IQ.
Source exports Use exported operational data

Industrial IQ starts with CSV or workbook exports, field mapping, and source-fit review before findings are treated as evidence.

Branded evidence review visual showing confidence tiers, source rows, matched records, reason codes, and reviewer status.
Evidence review Make the finding inspectable

Findings show source evidence, confidence, reason codes, assumptions, limitations, and human-review status.

Branded governed action tracker visual showing owners, status, due date, confidence, and no ERP write-back boundary.
Governed action Move only after owner review

Actions are accepted, rejected, deferred, or escalated by accountable owners. No ERP write-back happens automatically.

Platform path

Choose the next step that matches your buying stage.

Industrial IQ is designed for evidence-first buyers. Review sample proof, run a bounded Snapshot, align the buyer committee, or request a founder-led diagnostic pilot when the operating problem is ready for review.

Read-only diagnostics · No ERP write-back · Source files purged after report generation · Human review before action
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