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.

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

Government & Public Infrastructure Engine Pack

Catalog IntelligencePartsCleanse AI

Evidence Governance IntelligenceGovernanceMind AI

Inventory Risk IntelligenceInventoryMind AI

Procurement Leakage IntelligenceProcureMind AI

AI Readiness IntelligenceReadyMind AI

Required data files

Sample intelligence cards

Recommended Industrial IQ engine pack

Engine

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

Engine

Evidence traceability, confidence tiering, human review, auditability, and no-write-back governance.

Engine

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

Engine

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

Engine

ERP data quality, governance readiness, operational readiness, and first-use-case recommendation.

Executive interpretation

CFO	Working capital exposure, carrying cost, emergency premium, and renewal value.
COO	Operational risk, site readiness, asset coverage, and action progress.
CIO	ERP readiness, data quality, governance, and no-write-back risk control.
Procurement	Supplier overlap, emergency buys, repeated purchases, and leakage evidence.
Maintenance	False stockout, spare availability, shutdown readiness, and reliability risk.

Force Team validation

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.