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 →
Platform Profile

AI2COE, Industrial IQ, and PartsCleanse AI in one canonical profile.

This page clarifies the relationship between AI2COE, Industrial IQ, and PartsCleanse AI for enterprise buyers, partners, and leadership teams.

OrganizationIndustrial IQ
PortalAI2COE
ProductPartsCleanse AI
Industrial AI Readiness research map connecting framework, assessment methodology, evidence standards, glossary, executive playbook, and benchmark methodology.
The Research Center separates methodology, glossary definitions, evidence governance, executive guidance, and benchmark methodology from commercial diagnostics.
Canonical identity

AI2COE operates Industrial IQ as an eight-engine diagnostic platform.

AI2COE is not a generic consulting site. It is a product-led AI adoption portal for industrial operations. The portal begins with diagnostic evidence, then uses governed frameworks and reports to help leaders decide what is worth funding.

PartsCleanse AI analyzes MRO spare-parts catalog exports as the catalog intelligence engine. InventoryMind AI, ProcureMind AI, FinanceMind AI, AssetMind AI, ReliabilityMind AI, ReadyMind AI, and GovernanceMind AI extend the same governed evidence model into inventory, procurement, finance, assets, reliability, readiness, and governance without requiring ERP integration or automatic system write-back.

Data posture: Uploaded source catalogs are processed to generate reports and then purged. AI2COE retains Open Findings, summary metrics, report ownership, quota usage, feedback, and audit metadata for dashboards and improvement.
Platform identity table
Named topicTypeRole
Industrial IQOrganizationPublisher, operator, and company behind AI2COE.
AI2COEWeb portalGoverned AI adoption portal for industrial operations and asset-intensive industries.
PartsCleanse AISoftwareApplicationFirst production product: MRO catalog deduplication and capital-exposure diagnostic.
ReliabilityMind AIDiagnostic engineMaintenance readiness, false-stockout risk, work-order delay, and bad-actor asset intelligence.
ProcureMind AIDiagnostic engineMRO procurement leakage, supplier fragmentation, price variance, emergency-buy, and tail-spend intelligence.
Industry authority map

Where AI2COE applies diagnostic-first AI adoption.

Primary market

Oil & Gas

Industrial IQ diagnostics for shutdown readiness, critical spares, and capital exposure.

Heavy assets and remote operations

Mining

Catalog intelligence for mobile fleets, fixed plant, conveyors, crushers, and remote spares.

Asset-intensive operations

Manufacturing

Manufacturing diagnostic intelligence for OEE, spares readiness, and procurement leakage.

Food plants, packaging lines, and regulated uptime

Food & Beverage

MRO catalog clarity for hygienic, packaging, refrigeration, and plant-maintenance spares.

Validated operations and controlled maintenance

Pharmaceutical

Governed MRO diagnostics for validated equipment, utilities, labs, and production assets.

Power, water, grid, and critical infrastructure

Utilities

Utilities MRO catalog intelligence for outage readiness.

Critical uptime and resilience infrastructure

Data Centers

Data center diagnostic intelligence for uptime-critical spares and SLA risk.

Safety-critical maintenance and AOG readiness

Aviation MRO / Airlines

Aviation MRO catalog intelligence for AOG readiness.

Facilities, biomedical, and patient-care infrastructure

Healthcare Systems

Healthcare MRO intelligence for facilities and biomedical support.

Fleet availability and service continuity

Rail, Metro & Transit

Rail and transit MRO intelligence for fleet availability.

Network uptime and field-service inventory

Telecom Network Operators

Telecom MRO intelligence for network restoration readiness.

Terminal productivity and equipment uptime

Ports, Marine Terminals & Shipping

Ports and marine MRO intelligence for terminal uptime.

Mission readiness and controlled maintenance

Aerospace & Defense Maintenance Depots

Aerospace depot MRO intelligence for mission readiness.

Fulfillment continuity and automation uptime

Warehousing, Distribution Centers & 3PL

Warehouse MRO intelligence for automation uptime.

Fleet availability and maintenance cost control

Commercial Fleet, Trucking & Logistics

Fleet MRO intelligence for depot inventory control.

Equipment utilization and project continuity

Construction & Heavy Equipment Fleets

Construction fleet MRO intelligence for equipment uptime.

Campus uptime and facilities governance

Higher Education & Multi-Campus Facilities

Campus MRO intelligence for facilities governance.

Guest experience and facility response

Hospitality, Resorts & Gaming

Hospitality MRO intelligence for guest-facing facilities.

Executive review lens

Use this page to decide the next evidence step.

Industrial IQ pages are designed to move enterprise buyers from operating pain to source-backed diagnostic evidence, not to force an immediate platform commitment.

Audience

Finance, operations, procurement, maintenance, reliability, ERP/data, security, and executive sponsors.

Evidence to prepare

Relevant ERP, EAM, CMMS, inventory, procurement, asset, work-order, or readiness exports where available.

Output

A diagnostic route, sample proof format, report evidence, confidence tier, owner review path, or commercial next step.

Trust boundary

Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.