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

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. PartsCleanse AI is the anchor catalog-intelligence product, and 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 recommended 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, and procurement 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
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
StatusActive catalog intelligence

Run Diagnostic Try Sample Product 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
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product 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
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product 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
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product 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
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product 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
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product Page

AI Readiness Intelligence

ReadyMind AI

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

Problem solvedAI readiness score
Input dataDescription
OutputReadyMind AI AI Readiness Report
Owner personaCIO, CTO, COO, Data Governance, and AI Transformation leaders
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product Page

Evidence Governance Intelligence

GovernanceMind AI

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

Problem solvedGovernance readiness score
Input dataFinding Id, Description
OutputGovernanceMind AI Governance Review Report
Owner personaCISO, CIO, Audit, Governance, and Transformation leaders
StatusActive deterministic diagnostic

Run Diagnostic Try Sample Product Page

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