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Industrial IQ Publishes Cross-Industry MRO Research Library

Six foundation-market whitepapers covering MRO catalog quality, AI governance, and diagnostic-first strategy are now available through the AI2COE resource library.

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Industrial IQ has published a foundation research library covering MRO catalog quality, AI adoption governance, and diagnostic-first strategy across the original six industrial launch markets. The expanded AI2COE industry hub now applies the same operating model to additional asset-intensive sectors.

Each whitepaper is designed to support the internal conversation that precedes a diagnostic engagement. The papers quantify the industry-specific duplicate exposure problem, establish the governance standard required for industrial AI, and connect catalog quality to broader operational and financial performance.

The library is accessible through the AI2COE resources section at ai2coe.com/resources. Downloads require a brief registration form capturing professional details for research distribution purposes.

Additional research covering Predictive Maintenance AI and Procurement Intelligence AI diagnostic frameworks is planned for release during the second half of 2026.

Why this matters

What the update changes for buyers and internal champions.

This update should be read as product evidence, not announcement copy. AI2COE is building a self-serve diagnostic path where a buyer can understand the thesis, register, upload a catalog export, and generate a governed report without starting with a consulting project.

For CFOs, the important signal is whether the diagnostic produces capital exposure and recoverability logic. For operations and procurement, the important signal is whether the report distinguishes true duplicate risk from unsafe lookalikes. For CIOs, the important signal is whether the workflow avoids unnecessary ERP integration while preserving auditability.

Action checklist

1Read the product or research update in business terms.

2Run the scorecard or ROI model to estimate planning-level value.

3Upload a CSV export to replace estimates with actual duplicate-family evidence.

4Use the report to route review across finance, procurement, maintenance, and data governance.

Next step

Register and run your first diagnostic — free.

30 runs included. No credit card required.