Compatible with SAP  ·  IBM Maximo  ·  Oracle ERP  ·  Hexagon EAM  ·  Infor  ·  Any CMMS — Review data requirements →
Global Acquisition Hub

Industrial Decision Intelligence for global asset-intensive enterprises.

AI2COE Industrial IQ helps global teams inspect exported operational data before MRO data cleansing, ERP migration, inventory action, procurement change, maintenance readiness improvement, or industrial AI adoption.

Run Free Industrial IQ SnapshotView Sample Reports
Read-onlyNo ERP write-back
Source purgeAfter report generation
Human reviewBefore action
Executive takeaway

Decision summary

Global Industrial Decision Intelligence: Use this decision brief to connect the operating question, available source data, evidence expected, review boundary, and next Industrial IQ action. Diagnose MRO data, ERP readiness, inventory risk, procurement leakage, and AI readiness from exports with no ERP write-back.

Run Industrial IQ Snapshot
Who should use itThe buyer or operating owner responsible for the risk described on this page.
Data requiredOperational CSV exports, item master fields, inventory, procurement, asset, work-order, finance, readiness, or governance data depending on the page.
Output producedSource-backed evidence, scores, confidence tiers, report outputs, action tracking, score history, and governance context.
Best next stepRun Industrial IQ Snapshot and select the diagnostic engine that matches the operating question.
Enterprise trust posture

Proof controls buyers expect before they upload operational data.

Source purge Uploaded source files are purged after report generation; summary metrics and Open Findings remain.
No ERP write-back The diagnostic creates evidence for review. It never changes, deletes, merges, or overwrites ERP records.
Local currency Reports display money in the user's selected or country-derived currency, while USD remains the base audit calculation.
Audit trail Report ownership, access, quota, and feedback events are retained for governed review.
Session downloads Excel, Word, PDF, and CSV downloads are available only in the active generation session.
Open Findings Browser findings remain available without retaining the original source catalog rows.
Executive takeaway

Diagnose what the data proves before funding transformation.

Industrial IQ is not ERP, EAM, MDM, source-to-pay, APM, BI, consulting, or enterprise AI governance. It sits before those decisions and shows which records, assets, spares, supplier patterns, inventory exposures, and governance gaps need review.

Trust boundary: Read-only diagnostics. No ERP write-back. Source files are processed to generate the diagnostic report pack and then purged. Human review happens before operational action. Summary metrics, Open Findings, report ownership, quota usage, feedback, and audit metadata may be retained for governance.
Global operating problems
MRO data cleansingDuplicate material records, weak descriptions, UOM conflicts, manufacturer gaps, and cleanup priority.
ERP migration readinessSAP, Maximo, Oracle, D365, EAM, CMMS, and spreadsheet exports checked before transformation spend.
Inventory actionDead stock, obsolete stock, excess inventory, false stockouts, critical-spare uncertainty, and carrying-cost review.
Procurement leakageStocked-but-purchased events, emergency buying, supplier aliases, repeated buys, and price variance.
Industrial AI readinessOperational data quality, ownership, governance controls, exportability, and first-use-case fit.
Buyer paths

Route global search intent to the right diagnostic owner.

CFO / Finance

Quantify working-capital exposure

Working-capital exposure, inventory carrying cost, duplicate capital, and recoverable value.

Best-fit engines: FinanceMind AI + InventoryMind AI

COO / Operations

Assess operating risk

Downtime exposure, false stockouts, critical-spare readiness, and site-level operating risk.

Best-fit engines: ReliabilityMind AI + AssetMind AI

CIO / ERP

Check data readiness

ERP migration readiness, material master quality, exportability, and no-write-back safety.

Best-fit engines: ReadyMind AI + GovernanceMind AI

CPO / Procurement

Detect procurement leakage

Duplicate buying, emergency purchases, supplier fragmentation, and industrial spend leakage.

Best-fit engines: ProcureMind AI + PartsCleanse AI

Maintenance / Reliability

Improve spares readiness

Work-order spare readiness, critical-spare coverage, asset-to-part linkage, and shutdown readiness.

Best-fit engines: ReliabilityMind AI + AssetMind AI

ERP / Data Governance

Assess material master quality

Field completeness, duplicate records, SAP/Maximo/Oracle readiness, and cleanup priority.

Best-fit engines: PartsCleanse AI + ReadyMind AI

Data needed

Start from exported operational data.

Most diagnostics can start from exported data files rather than a production integration project. Required fields depend on the engine and buyer question.

material masterinventory exportPO historysupplier dataasset registerBOMwork-order historycriticalityplant/siteCSV / Excel
What Industrial IQ produces

Evidence, scores, reports, and action ownership.

Outputs are designed for buyer committees, not only analysts. Findings are confidence-tiered and routed for human review before action.

evidence recordsconfidence tiersdiagnostic scoreexecutive reportreview actionsaction trackerscore history
Regional acquisition hubs

Priority regions and countries.

Regional acquisition hub

United States

Manufacturing, utilities, data centers, fleet, healthcare, and campus operations.

 Regional acquisition hub

Europe

Governed diagnostics for manufacturing, utilities, pharma, rail, aviation, and data centers.

 Regional acquisition hub

Middle East

Oil, gas, petrochemicals, utilities, ports, aviation, mining, and infrastructure operations.

 Regional acquisition hub

UAE

Ports, logistics, construction fleets, utilities, data centers, manufacturing, and energy.

 Regional acquisition hub

Saudi Arabia

Oil, gas, petrochemicals, mining, utilities, manufacturing, construction, and infrastructure.

Industry demand paths

Start with industries where MRO data quality affects uptime, capital, and procurement.

High-demand industry path

Construction equipment MRO diagnostics

Heavy-equipment spares, depot inventory, emergency buys, duplicate parts, and critical-spare readiness.

 High-demand industry path

Data center critical-spares readiness

UPS, generator, cooling, electrical, and facilities spares tied to uptime-sensitive operations.

 High-demand industry path

Oil and gas MRO data cleansing

Shutdown readiness, duplicate materials, remote-site stockout risk, and emergency procurement.

Global FAQ

Direct answers for buyers and answer engines.

What is global Industrial Decision Intelligence?

It is AI2COE's diagnostic approach for turning exported operational data into evidence, scores, reports, and actions before cleanup, ERP migration, inventory action, procurement change, or industrial AI adoption.

Does Industrial IQ require ERP integration?

No. Industrial IQ starts from exported operational data such as CSV or Excel files and does not write back to ERP, EAM, CMMS, procurement, inventory, or finance systems.

Which regions are prioritized?

The current acquisition architecture prioritizes the United States, Europe, Middle East, UAE, and Saudi Arabia, with optional country expansion only where the page can be SME-grade and useful.

Are source files retained?

Uploaded source files are processed to generate the diagnostic report pack and then purged. Summary metrics and audit metadata may be retained for governance.

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