For CFOs | PartsCleanse AI

CFOs: here is the capital exposure figure — before the board meeting.

Industrial organizations carry between $16M and $38M in capital at risk inside a typical 50,000-SKU MRO catalog. PartsCleanse AI delivers a quantified diagnostic finding — not an estimate — so Finance has a defensible business case before committing to any remediation programme.

The CFO case for catalog intelligence

Duplicate item records are a working capital problem — not an IT problem.

Every duplicate family in an MRO catalog creates two or more inventory positions for the same physical part. Stock is purchased, stored, and carried under fragmented records — inflating inventory valuation without delivering additional operational availability. The annual carrying cost on those duplicate positions runs 22–28% of stock value.

PartsCleanse AI produces a confidence-tiered duplicate-family map, a quantified capital-at-risk figure, and a board-ready executive brief. Finance receives evidence it can defend in a governance review — not a consultant's estimate built on assumptions.

What Finance receives

Capital-at-risk figureQuantified dollar exposure from duplicate inventory positions — sourced to the duplicate-family evidence pack

Carrying-cost recovery modelAnnual drag at 22–28% of stock value — recoverable with a governed rationalization programme

Board-ready executive briefWord document formatted for CFO presentation: finding, exposure, confidence tier, recommended action

SAP migration cost avoidancePre-migration rationalization costs 10–100× less than post-cutover duplicate cleanup

Finance pain points this diagnostic resolves

Where catalog disorder is costing Finance the most.

Working capital trap

Excess stock tied to fragmented item records inflates inventory without improving availability.

Duplicate positions overstate stock coverage while hiding the true availability of critical spares. Rationalization releases the trapped capital without cutting service levels.

No defensible business case

Internal estimates of catalog quality are not auditable — a diagnostic finding is.

PartsCleanse AI produces a confidence-tiered finding with a discriminator log. Finance can present this to a board or audit committee as a governed, reviewable output.

Carrying cost invisible on the P&L

22–28% annual carrying cost on duplicate inventory is rarely surfaced as a recoverable line item.

The diagnostic quantifies the recoverable exposure — translating a catalog quality problem into a financial governance decision.

SAP migration cost underestimated

Post-migration duplicate cleanup costs 10–100× more than pre-migration rationalization.

Finance needs a pre-migration baseline before approving RISE/S/4HANA programme budgets. The diagnostic delivers that baseline from a single CSV export.

Ask the AI2COE Copilot

What is the capital exposure in your catalog?

Finance, governance, or board-case question — the Copilot draws on AI2COE's full diagnostic knowledge base.

Engagement model for Finance

A board-ready capital exposure figure in under 15 business days.

Export your MRO catalog from SAP, IBM Maximo, Oracle, or any CMMS. Upload the CSV. PartsCleanse AI delivers a capital-at-risk figure, confidence-tiered duplicate-family map, carrying-cost recovery model, and Word executive brief within 15 business days — no IT project, no ERP integration, no consulting retainer required.

Model the capital exposure first Run the Diagnostic

Related ICP pages

CPO / Procurement → COO / Operations → CIO / ERP Owner → Maintenance / Reliability →