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 →
Executive Scorecard

Quick MRO Catalog Exposure Scorecard.

Estimate whether duplicate-catalog exposure is local, material, or board-level before uploading a catalog. This benchmark provides planning context; Industrial IQ produces customer-specific evidence from uploaded operational data.

Request Diagnostic PilotRead MRO Brief
5 inputsIndustry, SKU count, duplicate rate, value, contact
InstantExposure band and recommendation
Recommended actionRun diagnostic for actual evidence
Evidence summary

Buyer evidence resource

Quick MRO Catalog Exposure Scorecard: Use this page to understand the operating question, exported-data evidence path, review boundary, and next Industrial IQ action. Use the quick AI2COE scorecard to estimate MRO duplicate exposure, carrying-cost drag, and whether a PartsCleanse AI diagnostic is justified.

Run Free Industrial IQ Snapshot
Review ownerExecutive sponsors, operating leaders, finance reviewers, procurement teams, maintenance owners, ERP/data leaders, and governance reviewers who need evidence before approving action.
Input file contextOperational CSV exports, item master fields, inventory, procurement, asset, work-order, finance, readiness, or governance data depending on the page.
Diagnostic evidenceSource-backed evidence, scores, confidence tiers, report outputs, action tracking, score history, and governance context.
Recommended actionRun Free Industrial IQ Snapshot and select the diagnostic engine that matches the operating question.
Benchmark scorecard
What this scorecard tells leadership
Exposure bandLocal, material, or board-level value signal based on benchmark inputs
Economic lensDuplicate SKUs, capital exposure, and annual carrying-cost drag
Next actionWhether to run the actual PartsCleanse AI diagnostic immediately
Evidence note: This is an estimate. Financial interpretation depends on uploaded data, unit costs, quantities, confidence tiers, and owner-approved remediation.
Scorecard FAQ

Questions before using the benchmark scorecard.

What is the MRO Catalog Exposure Scorecard?

It is a benchmark estimator that uses catalog size, duplicate-rate assumptions, and average item value to size likely duplicate-catalog exposure before a full diagnostic.

Is the scorecard a final financial finding?

No. It is a planning estimate. PartsCleanse AI produces the actual duplicate-family evidence from uploaded catalog data.

Who should use the scorecard?

Operations, finance, procurement, maintenance, reliability, and data-governance leaders who need a quick value signal before requesting a diagnostic.

What happens after the scorecard?

If exposure is material, the next step is to run PartsCleanse AI on the actual catalog CSV and review confidence-tiered findings.

Where to go next

Your benchmark is ready. What happens next?

The scorecard gives you an exposure estimate. These three steps convert that estimate into a governed diagnostic with auditable findings.

Step 1
See how the engine works
PartsCleanse AI methodology, confidence tiers, and the five governed artifacts your team receives.
Step 2
Quantify your ROI
Input your catalog volume, part cost, and carrying rate. Get a projected 12-month return before committing to a pilot.
Step 3
Commission a pilot
Fixed fee $8,000–$20,000. 15-day SLA. Five governed report artifacts. No ERP integration required.