US Industrial Decision Intelligence

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.

Regional buying thesis

United States teams need diagnostic evidence before transformation spend.

AI2COE Industrial IQ helps US asset-intensive teams diagnose MRO data quality, inventory risk, procurement leakage, ERP readiness, and AI readiness from exported operational data.

ManufacturingUtilitiesData CentersHealthcare SystemsCommercial FleetHigher EducationFood & BeveragePharmaceutical

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.

Operating signals

MRO data readinessUS teams often need to know which material master records should be cleaned before ERP migration, MDM scope, or EAM cleanup.

Inventory riskDuplicate, obsolete, and false-stockout signals can be separated from normal stocking decisions before optimization tools are tuned.

Procurement leakageStocked-but-purchased events, emergency buying, and supplier fragmentation need procurement and maintenance context together.

Operating context

Specific regional conditions that make diagnostics useful.

Multi-plant MRO catalogs can split the same spare across plants, storerooms, and supplier records.
Utilities and data centers need critical-spare evidence before outage, uptime, or SLA review.
Manufacturing and food plants need line-stoppage risk separated from simple inventory balances.
Healthcare and campus facilities need source-backed review without changing live systems.
Finance teams need working-capital exposure framed before inventory reduction targets are approved.

Buyer paths

Which buyer owns the next decision?

CFO / Finance

Quantify working-capital exposure

Working capital tied up in duplicate, obsolete, or excess MRO inventory.

Best-fit engines: FinanceMind AI + InventoryMind AI

COO / Operations

Assess operating risk

Line stoppage, outage, uptime, and operating-risk questions across sites.

Best-fit engines: ReliabilityMind AI + AssetMind AI

CIO / ERP

Check data readiness

SAP, Maximo, Oracle, D365, or EAM readiness before migration or cleanup.

Best-fit engines: ReadyMind AI + GovernanceMind AI

CPO / Procurement

Detect procurement leakage

Emergency buys, duplicate buying, price variance, and supplier fragmentation.

Best-fit engines: ProcureMind AI + PartsCleanse AI

Relevant Industrial IQ engines

Top diagnostic engines for this market.

ERP / data governance

PartsCleanse AI

MRO data cleansing diagnostic for duplicate material, weak descriptions, UOM issues, and catalog completeness.

Output: Duplicate-family evidence and cleanup priority queue

COO / CFO

InventoryMind AI

MRO inventory optimization readiness for dead stock, excess stock, and false-stockout risk.

Output: Inventory-risk evidence and carrying-cost review

CPO / Procurement

ProcureMind AI

MRO procurement leakage diagnostic across PO, supplier, inventory, and catalog context.

Output: Stocked-but-purchased and emergency-buy evidence

CIO / CTO

ReadyMind AI

Industrial AI readiness assessment grounded in operational data quality and ownership.

Output: AI use-case readiness score and roadmap

Where to start

Which US diagnostic should a buyer start with?

Start with InventoryMind AI when the board mandate is inventory reduction or plant-level working-capital exposure.

Supporting path

Add PartsCleanse AI for material master cleanup evidence, ProcureMind AI for emergency-buy leakage, and ReadyMind AI when ERP or AI-readiness funding is being debated.

Data sources supported

Start from exported data, not system access.

Industrial IQ is intentionally designed for a low-risk first diagnostic. The buyer exports relevant data from ERP, EAM, CMMS, procurement, inventory, finance, asset, work-order, or spreadsheet systems.

SAPIBM MaximoOracleMicrosoft Dynamics 365Infor EAMHexagon EAMCMMSprocurement exportsExcel / CSV

Required data examples

Prepare only the fields relevant to the decision.

material masterinventory balancestock valueusage historypurchase orderssupplier dataasset registerBOMwork-order historyplant/site

Evidence and report outputs

What the diagnostic produces.

Findings are designed for owner review: evidence records, diagnostic reason codes, confidence tiers, score summaries, reports, and action ownership.

evidence recordsconfidence tiersdiagnostic scoreexecutive reportreview actionsaction tracker itemsscore history

Localized answer snippets

EnglishCanonical English regional page; no unsupported local office, customer, partner, or certification claims are made.

Regional evidence preview

What a buyer should expect to see in the report.

Finding type	Data signal	Decision supported
Multi-plant duplicate stock	Same spare described differently across plants, suppliers, or storerooms.	Prioritize material master cleanup and capital exposure review.
Critical-spare readiness	Data center, utility, healthcare, or food plant spares with weak asset or BOM linkage.	Decide which sites need maintenance-readiness review before uptime targets are changed.
Procurement leakage	PO events where stocked items were bought again or bought under supplier aliases.	Route leakage findings to procurement and maintenance owners together.

Current tools vs diagnostic evidence

Industrial IQ comes before bigger platform or consulting spend.

Existing systems remain authoritative. Industrial IQ uses exports from those systems to show which records, sites, suppliers, assets, or workflows need review before cleanup, optimization, or AI adoption.

ERP or BI report Useful for balances and transactions; Industrial IQ adds cross-record evidence, confidence, and owner action.

Inventory optimization platform Useful after stocking rules are trusted; Industrial IQ diagnoses which records and sites are ready first.

Consulting assessment Useful for program design; Industrial IQ grounds the business case in exported operational data.

Regional diagnostic scenarios

Specific operating questions this market should be able to answer.

Regional diagnostic scenario

Manufacturing line stoppage

Can plant-level MRO, work-order, and inventory exports show which duplicated or missing spares create avoidable line-stoppage risk?

Regional diagnostic scenario

Data center uptime protection

Can UPS, generator, cooling, electrical, and facilities spares be tied to asset coverage before SLA-sensitive stocking changes?

Regional diagnostic scenario

Utilities outage readiness

Can regulated asset and inventory exports prove which critical spares need review before outage planning or rate-case scrutiny?

Regional diagnostic scenario

Campus and healthcare facilities

Can distributed facilities stores show duplicate spares, deferred-maintenance pressure, and procurement variance without touching live systems?

Proof assets

Use these pages to validate the methodology before upload.

Proof asset

Sample reports

Public report examples that show how findings are framed for leadership.

Proof asset

Sample board pack

A board-ready preview of diagnostic findings, score movement, and action ownership.

Proof asset

Methodology provenance

How report values separate benchmark assumptions from uploaded-data evidence.

Proof asset

Data retention

Source-file purge, report ownership, audit metadata, and governance controls.

Proof asset

Security overview

Portal controls, audit logging, and deployment readiness posture.

Related decision paths