What data does Industrial IQ need?

Industrial IQ works from CSV exports. Required fields vary by engine, and the docs list minimum viable uploads plus best uploads.

Are ROI results final financial outcomes?

No. ROI pages label benchmark, estimate, assumption, limitation, and customer-specific diagnostic requirements.

Does Industrial IQ write back to ERP?

No. Industrial IQ creates evidence-backed diagnostics, reports, actions, and governance review without ERP write-back.

Working Capital Exposure | AI2COE Industrial IQ Documentation

CFO readiness guide

Working capital exposure is a finance-readable diagnostic, not a savings commitment.

Measures inventory value, duplicate families, dead stock, emergency premiums, and recoverable exposure as an estimate until uploaded data confirms it.

Customer-specific diagnostic required: benchmark and estimate values remain planning context until Industrial IQ analyzes uploaded data, labels confidence, and records human-review status.

Working Capital Exposure BreakdownValue lever

Uploaded dataCustomer-specific diagnostic required

FinanceMind AIRelated diagnostic engine

EstimateAssumption-labeled until reviewed

Benchmark assumptionUploaded evidenceConfidence tierHuman reviewReportable value

Working Capital Exposure Breakdown

What finance, operations, procurement, and governance owners should verify.

What is working capital exposure?	The value tied in duplicate, dead, slow-moving, excess, or weakly governed inventory that may be reviewable after source-backed diagnostics.
Why it matters to CFOs and boards	It converts operational data quality into capital stewardship, carrying-cost discipline, procurement-premium visibility, and board-readable assumptions.
Input files	Inventory value, item master, stock on hand, movement history, unit cost, purchase history, supplier context, duplicate-family evidence, and carrying-cost assumptions.
How Industrial IQ estimates exposure	FinanceMind AI combines mapped source fields, PartsCleanse duplicate-family evidence, InventoryMind stock movement and excess signals, and ProcureMind emergency-buy or leakage signals.
Formula / model summary	Estimated exposure = mapped inventory value affected by duplicate, dead, slow-moving, excess, or procurement-leakage signals. Annual impact layers carrying-cost rate, emergency premium, recoverability, confidence, and human-review status.
Assumptions	Carrying-cost rate, recoverability rate, emergency-premium rate, duplicate-family confidence, and review acceptance remain assumptions until uploaded data and owner review confirm them.
Limitations	The page does not promise cash release, EBITDA impact, remediation success, write-off avoidance, procurement reduction, or realized savings.
What uploaded data replaces	Generic benchmark assumptions are replaced by source records, mapped fields, duplicate-family evidence, stock movement, purchase history, confidence tiers, and review status.
Example interpretation	A CFO should read the result as a prioritized exposure register: which findings are evidence-backed, which are estimates, and which require operational owner review before action.
Report output	CFO Working Capital Report, FinanceMind AI score, assumptions registry, value waterfall, evidence table, action tracker, and renewal value view.
Recommended action	Run FinanceMind AI or Industrial IQ Snapshot, then route high-value findings to finance, inventory, procurement, and governance owners for review.

Required data

Fields that improve value confidence.

Engine	Required Data File	Required Fields	Optional Fields	Output Generated	Minimum Viable Upload	Engine-Specific Context
FinanceMind AI	Inventory value file	Material Id, Stock Value	Description, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate, Emergency Premium, Site, Currency	Working capital score, evidence, report, actions, score history	Material Id, Stock Value	Description, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate, Emergency Premium, Site, Currency
PartsCleanse AI	Material or item master CSV	Description	Material Id, Manufacturer, Mpn, Supplier, Uom, Quantity, Unit Cost, Site	Catalog health score, evidence, report, actions, score history	Description	Material Id, Manufacturer, Mpn, Supplier, Uom, Quantity, Unit Cost, Site
InventoryMind AI	Inventory balance CSV	Material Id, Quantity	Description, Unit Cost, Stock Value, Last Movement Date, Movement Qty, Demand, Criticality, Min Stock	Inventory health score, evidence, report, actions, score history	Material Id, Quantity	Description, Unit Cost, Stock Value, Last Movement Date, Movement Qty, Demand, Criticality, Min Stock
ProcureMind AI	Purchase order CSV	Po Number, Description	Material Id, Supplier, Unit Price, Quantity, Order Date, Order Type, Emergency Flag, Stock On Hand	Procurement leakage score, evidence, report, actions, score history	Po Number, Description	Material Id, Supplier, Unit Price, Quantity, Order Date, Order Type, Emergency Flag, Stock On Hand

Related engines

FinanceMind AI leads the CFO view, but the strongest exposure case is cross-engine.

Related engine

FinanceMind AI

Duplicate capital exposure, carrying cost, emergency premium, and recoverable value scenarios.

Open documentation

Related engine

PartsCleanse AI

MRO catalog deduplication, field quality, UOM consistency, and duplicate capital exposure.

Open documentation

Related engine

InventoryMind AI

Dead stock, slow-moving stock, excess, stockout risk, and duplicated stock exposure.

Open documentation

Related engine

ProcureMind AI

Emergency procurement, stocked-but-purchased events, repeated buys, supplier alias risk, and price variance.

Open documentation

Evidence to Report Flow

From source record to CFO report.

Industrial IQ links operational records to evidence, score components, confidence tiers, assumptions, limitations, report output, owner review, action tracker, and renewal value reporting.

UploadCSV export or sample dataset

Source FitRequired fields and data quality

AI MatchColumn aliases and confidence

NormalizeCanonical field preparation

DiagnoseEngine logic and evidence

ReportScore, actions, assumptions

RepeatScore history and renewal value

Documentation context

Use the docs to move from source export to reviewed diagnostic evidence.

Each guide keeps Industrial IQ documentation tied to source preparation, validation, evidence review, and Trust controls.

Docs home

Prepare export Use approved CSV/workbook exports or governed sample data. Map fields Confirm required fields, aliases, source fit, and limitations. Review evidence Inspect findings, confidence tiers, assumptions, and owner actions. Trust controls No ERP write-back, source-file purge after report generation, and human review before action.