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 results guaranteed savings?

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.

CFO Value Guide | AI2COE Industrial IQ Documentation

ICP Value Matrix

CFO value guide.

CFO cares about capital tied in duplicate, dead, slow-moving, and excess inventory. Industrial IQ shows evidence, score movement, report-ready assumptions, and actions that can be reviewed internally.

CFO valueValue lever

Uploaded dataCustomer-specific diagnostic required

FinanceMind AIRelated diagnostic engine

EstimateAssumption-labeled until reviewed

Benchmark assumptionUploaded evidenceConfidence tierHuman reviewReportable value

ICP Value Matrix

Role-specific value	Documentation
Pain	capital tied in duplicate, dead, slow-moving, and excess inventory
Evidence Needed	source export, required fields, mapped columns, evidence rows, confidence tier, assumptions, limitations
Relevant Engine	FinanceMind AI, PartsCleanse AI, InventoryMind AI, ProcureMind AI
Report Output	CFO Working Capital Report
ROI Lever	working capital exposure, carrying cost, emergency premium
Recommended Action	Run the relevant Industrial IQ diagnostic, review evidence, assign owners, and repeat monthly or quarterly.

Relevant engines

Diagnostics for this buyer.

Relevant engine

FinanceMind AI

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

Open documentation

Relevant engine

PartsCleanse AI

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

Open documentation

Relevant engine

InventoryMind AI

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

Open documentation

Relevant engine

ProcureMind AI

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

Open documentation

Force Team validation

CFO Value Guide buyer enablement checklist.

Problem solved	Turns an operational data question into source-backed diagnostic evidence.
Who cares	CFO, COO, CIO, procurement, maintenance, reliability, ERP, governance, and board stakeholders where relevant.
Data needed	CSV exports with stable IDs, descriptions, quantities, values, dates, site, asset, supplier, and owner context where available.
Output delivered	Scores, evidence table, confidence tiers, executive report, action tracker items, score history, and governance status.
Value quantified	Working capital, carrying cost, emergency premium, dead stock, stockout risk, readiness gaps, or governance risk depending on diagnostic intent.
Decision supported	Whether to act, review, normalize data, escalate findings, fund remediation, or repeat the diagnostic cadence.
Report shared internally	Executive, CFO, procurement, inventory, readiness, governance, or renewal value report.
Recurring value	Baseline score -> re-upload -> score movement -> action closure -> benchmark comparison -> renewal value report.
Assumptions and limitations	Benchmarks and estimates remain planning context until customer-specific uploaded data is analyzed and reviewed.
Trust controls	No ERP write-back, evidence traceability, confidence tiers, human review, false-positive control, audit trail, and data-retention boundaries.

Run Working Capital Intelligence View Required Data by Engine Review Trust Controls