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 →
Alternative Evaluation

A SAP MDG alternative for pre-governance MRO duplicate diagnostics.

Evaluate PartsCleanse AI as a SAP MDG alternative for the diagnostic phase of MRO material master cleanup before governance scope is funded.

Run Free Industrial IQ SnapshotRead Comparison
Diagnostic-firstEvidence before commitment
GovernedOwner review before remediation
CSV-onlyNo ERP integration required
Industrial IQ eight-engine command map showing PartsCleanse, InventoryMind, ProcureMind, FinanceMind, AssetMind, ReliabilityMind, ReadyMind, and GovernanceMind feeding one evidence layer.
Eight Industrial IQ engines share one diagnostic model: mapped data, evidence, confidence tiers, reports, actions, and history.
Diagnostic fit

SAP MDG Alternative for MRO Backlog Diagnostics: when the diagnostic-first path is the right first move.

SAP MDG governs future data creation and stewardship. PartsCleanse AI is useful when the first question is the historical duplicate backlog and the value at risk.

AI2COE position: use PartsCleanse AI to prove the duplicate-catalog opportunity from your own data, then decide whether broader remediation, governance, platform, or consulting work is justified.

Trademark note: third-party company and product names are used only for comparison and decision clarity. AI2COE and Industrial IQ are not affiliated with these companies unless explicitly stated.

Evidence checkpoints
Source purgeUploaded catalog source is not retained after generation
Open FindingsRetained findings support review without storing raw catalog rows
Report ownershipOutputs are tied to user, role, company, and audit trail
Fit assessment

Use the diagnostic when the buyer needs proof before commitment.

Use PartsCleanse AI when...

  • S/4HANA migration readiness evidence
  • Material master duplicate-family discovery
  • CSV-first proof before SAP governance workflow decisions

Use the broader alternative when...

  • SAP master-data creation approval workflow
  • Enterprise stewardship model implementation
  • System-of-record governance already in progress
Industry-specific pages

Translate the alternative decision into sector operating language.

SAP MDG readiness

SAP MDG Readiness for Oil & Gas MRO Material Masters

Use PartsCleanse AI to quantify Oil & Gas MRO duplicate exposure before SAP MDG, S/4HANA migration, or material master governance scope is funded.

 SAP MDG readiness

SAP MDG Readiness for Mining MRO Material Masters

Use PartsCleanse AI to quantify Mining MRO duplicate exposure before SAP MDG, S/4HANA migration, or material master governance scope is funded.

 SAP MDG readiness

SAP MDG Readiness for Manufacturing MRO Material Masters

Use PartsCleanse AI to quantify Manufacturing MRO duplicate exposure before SAP MDG, S/4HANA migration, or material master governance scope is funded.

 SAP MDG readiness

SAP MDG Readiness for Food & Beverage MRO Material Masters

Use PartsCleanse AI to quantify Food & Beverage MRO duplicate exposure before SAP MDG, S/4HANA migration, or material master governance scope is funded.

 SAP MDG readiness

SAP MDG Readiness for Pharmaceutical MRO Material Masters

Use PartsCleanse AI to quantify Pharmaceutical MRO duplicate exposure before SAP MDG, S/4HANA migration, or material master governance scope is funded.

 SAP MDG readiness

SAP MDG Readiness for Utilities MRO Material Masters

Use PartsCleanse AI to quantify Utilities MRO duplicate exposure before SAP MDG, S/4HANA migration, or material master governance scope is funded.

Comparison path

Choose the next step that matches your buying stage.

Industrial IQ is designed for evidence-first buyers. Review sample proof, run a bounded Snapshot, align the buyer committee, or request a founder-led diagnostic pilot when the operating problem is ready for review.

Read-only diagnostics · No ERP write-back · Source files purged after report generation · Human review before action
Still evaluating View Sample Reports

See what the report looks like before sharing internal data.

 Have a data export Compare Diagnostic Path

Start with an export-first diagnostic path and no ERP write-back.

 Need committee alignment Download Buyer Evaluation Guide

Give finance, operations, procurement, ERP, security, and maintenance the same evaluation frame.

 Ready for review Request Founder-Led Pilot

Ask for a founder-led pilot review when the problem has an owner and source data is available.

Comparison review lens

Use this page to compare operating models, not slogans.

Comparison evaluation separates read-only diagnostics, consulting cleanup, MDM tooling, ERP programs, analytics platforms, and governance workflows without unsupported competitor claims.

Audience

Buyer committees comparing AI2COE with software vendors, consulting firms, ERP ecosystem tools, and internal build paths.

Evidence to prepare

Evaluation criteria, source-data requirements, workflow boundaries, output format, human review, implementation risk, and procurement fit.

Output

A fair comparison table, decision criteria, evidence-safe differentiation, and next step for proof review or diagnostic testing.

Trust boundary

Comparison language is buyer-guidance only and does not imply affiliation, endorsement, certification, or verified competitor performance claims.

Compare product alternativesDownload buyer guideReview operating boundaryView proof format
AI2COE Copilot