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.

FinanceMind AI Documentation | Working-Capital Data

Engine-to-Value Map

FinanceMind AI turns source data into reportable value.

InputMaterial Id, Stock Value + Description, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate

DiagnosticDuplicate capital-at-risk, carrying cost, emergency premium, and exposure consolidation.

OutputWorking capital score, evidence table, confidence tiers, report, actions, and score history.

ValueROI scenario builder, high-value exposure queue, board summary, and site financial concentration. Multi-site CFO cockpit with exposure trend, recovery assumptions, and audit-ready limitation notes.

Engine operating brief

How this diagnostic works for a decision owner.

Readiness label	Requires scoped enterprise review
Business problem	Duplicate capital exposure, carrying cost, emergency premium, and recoverable value scenarios.
Buyer role	CFO, Finance Head, Procurement, and Board advisors
Trigger event	Working-capital pressure, carrying-cost review, board approval, ROI sizing, or financial exposure quantification.
Core source export	Material Id, Stock Value
Optional fields	Description, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate, Emergency Premium, Site, Currency
Upload workflow	Upload -> Validate -> Analyze -> Evidence -> Score -> Report -> Action -> Repeat
Column mapping	Industrial IQ profiles source-fit, suggests field matches, asks the user to normalize unmapped required fields, then recalculates mapping readiness before the engine runs.
Evidence generated	Source-backed evidence rows, reason codes, confidence tiers, review status, assumptions, limitations, and action-owner context.
Score output	Working capital score
Report output	FinanceMind AI Working Capital Report
Confidence tiers	High-confidence findings can move to review; weak or unsafe matches stay in human-review queues.
Recurring use case	Monthly or quarterly re-uploads create score history, action progress, planning comparison, and renewal value reporting.

Required fields

Minimum viable fields and engine-specific context.

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

Diagnostic logic

What this engine analyzes.

Duplicate capital-at-risk, carrying cost, emergency premium, and exposure consolidation.
Finance assumptions panel: carrying-cost %, recoverable %, review acceptance %, emergency premium %, and limitation labels.
CFO report output that separates benchmark, estimate, uploaded-data result, and confidence tier.

Recurring value

How the engine matures after the first run.

ROI scenario builder, high-value exposure queue, board summary, and site financial concentration.
Value realization tracker: identified, reviewed, accepted, resolved, remaining.
Renewal value report tied to action completion and score movement.
Multi-site CFO cockpit with exposure trend, recovery assumptions, and audit-ready limitation notes.
Capital stewardship benchmark by industry and asset intensity.
Board-ready narrative pack for recurring intelligence renewal.

Report interpretation

How to read the output.

FinanceMind AI Working Capital Report includes Working capital score, evidence records, confidence tiers, assumptions, limitations, action tracker items, score history, and no-write-back governance language.

Working Capital IntelligenceValue lever

Uploaded dataCustomer-specific diagnostic required

FinanceMind AIRelated diagnostic engine

EstimateAssumption-labeled until reviewed

Benchmark assumptionUploaded evidenceConfidence tierHuman reviewReportable value

Industrial IQ platform bridge

How this connects to AI2COE Industrial IQ

Working Capital Intelligence is not treated as an isolated content topic. Industrial IQ connects it to uploaded data, engine evidence, confidence tiers, executive reports, actions, score history, and governance review.

Run Free Industrial IQ Snapshot Explore 8 Diagnostic Engines

PartsCleanse AIcreates catalog evidence and duplicate-family findings.

InventoryMind AIextends catalog signals into inventory risk, dead stock, excess stock, and stockout exposure.

ProcureMind AIconnects supplier and purchase signals to emergency buying, repeat purchases, and leakage.

FinanceMind AItranslates operating findings into working-capital exposure, carrying-cost assumptions, and finance-review scenarios.

AssetMind AIconnects parts to asset relevance, equipment coverage, and plant-register context.

ReliabilityMind AIconnects spare availability to maintenance readiness, false-stockout risk, and shutdown planning.

ReadyMind AIevaluates ERP, data, governance, and AI readiness gaps before transformation spend.

GovernanceMind AImanages confidence, evidence traceability, human review, and auditability.

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.