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 →
Procurement Intelligence | PartsCleanse AI

CPOs and Procurement leaders: trace where duplicate item records are driving off-contract spend and supplier alias leakage.

Duplicate MRO item records create invisible duplicate purchase pathways. PartsCleanse AI surfaces the duplicate families driving procurement leakage — from a single CSV export, no ERP integration required.

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Supplier alias leakageTraced to item master fragmentation
Off-contract spendRooted in catalog disorder
Zero integrationCSV export only
Industrial IQ executive report preview showing evidence, confidence, limitations, and accountable actions for enterprise buyers.
Buyer views use the same evidence pack while emphasizing the decisions, controls, and actions owned by each role.
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.
The procurement case for catalog intelligence

Every duplicate item record is a potential duplicate purchase event.

When an item master contains three records for the same 150-bar pressure relief valve — under three different descriptions, three different supplier codes, and three different unit prices — procurement runs three separate buying events. Volume agreements break. Preferred suppliers lose consolidation. Off-contract spend climbs.

PartsCleanse AI identifies duplicate-family candidates, surfaces supplier alias exposure signals, and produces a governed evidence pack that sourcing, category management, and finance can evaluate before any consolidation decision is authorized.

What procurement receives
Duplicate family mapEvery item group with two or more matching records — with confidence tiers and discriminator flags
Supplier alias traceThe same supplier represented under different name formats, creating split procurement pathways
Capital exposure estimateAssumption-bound capital-at-risk signal from duplicate inventory positions
Excel evidence workbookStructured for analyst review, category team input, and supplier rationalization workflows
Procurement pain points this diagnostic resolves

Where catalog disorder is costing Procurement the most.

Supplier alias leakage

The same supplier under 3 formats means 3 buying channels.

Duplicate supplier representations in the item master bypass preferred-supplier agreements and fragment volume. The diagnostic identifies alias families across all supplier name variants.

Off-contract spend root cause

Planners buy off-contract because they cannot find the right record.

Search friction from fragmented descriptions drives off-contract purchasing. Catalog rationalization is the procurement intervention — not policy enforcement.

Item standardization evidence

Standardization workshops stall without a governed duplicate map.

The diagnostic provides the starting baseline: which items are confirmed duplicates, which require specialist review, and which are operationally distinct.

Consolidation defensibility

Every consolidation recommendation needs a confidence tier to survive review.

PartsCleanse AI produces Tier 1, Tier 2, and Tier 3 findings so Procurement can route consolidation decisions through governance review.

Engagement model for Procurement

A governed diagnostic without starting an IT project.

Export your MRO catalog from SAP, IBM Maximo, Oracle, Hexagon EAM, or any CMMS. Upload the CSV. Receive a confidence-tiered duplicate-family map, capital-at-risk estimate, Excel evidence workbook, and Word executive summary after source-file readiness and review scope are confirmed.

Run Procurement DiagnosticEstimate leakage exposure
Buyer committee map

Give every buyer role a clear diagnostic view.

Persona and committee pages show which evidence each owner needs, what output they receive, and how action stays buyer-controlled.

Request Founder-Led Pilot
Financial lens

Review exposure bands, assumptions, limitations, and capital-risk interpretation before action.

 Operational lens

See site, stores, maintenance, and procurement signals in one governed diagnostic path.

 Technology lens

Confirm source exports, field mapping, security boundaries, and no ERP write-back.

 Owner review

Assign findings to accountable owners before remediation or transformation work begins.

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.

Explore the 8 diagnostic enginesView sample reportsReview no ERP write-backRun a Snapshot