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.

ReadyMind AI Documentation | AI Readiness Data

Engine-to-Value Map

ReadyMind AI turns source data into reportable value.

InputProcess Name, Data Source + Business Unit, Data Owner, Data Quality Score, System Of Record, Automation Readiness

DiagnosticERP data quality, data freshness, owner accountability, governance readiness, and first-use-case recommendation.

OutputAI readiness score, evidence table, confidence tiers, report, actions, and score history.

ValueERP-specific readiness pack for SAP, Maximo, Oracle, Infor, Hexagon EAM, and CMMS exports. Industry planning comparison for data, ERP, governance, and AI readiness.

Engine operating brief

How this diagnostic works for a decision owner.

Readiness label	Public synthetic demonstration
Business problem	ERP data quality, governance readiness, operational readiness, and first-use-case recommendation.
Buyer role	CIO, CTO, COO, Data Governance, and AI Transformation leaders
Trigger event	ERP readiness review, first AI use case selection, migration readiness, export completeness, or data quality governance pressure.
Core source export	Process Name, Data Source
Optional fields	Business Unit, Data Owner, Data Quality Score, System Of Record, Automation Readiness, Governance Owner, Ai Use Case, Risk Level, Site, Owner, Approval Status, Last Updated
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	AI readiness score
Report output	ReadyMind AI AI Readiness 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
ReadyMind AI	ERP export sample	Process Name, Data Source	Business Unit, Data Owner, Data Quality Score, System Of Record, Automation Readiness, Governance Owner, Ai Use Case, Risk Level	AI readiness score, evidence, report, actions, score history	Process Name, Data Source	Business Unit, Data Owner, Data Quality Score, System Of Record, Automation Readiness, Governance Owner, Ai Use Case, Risk Level

Diagnostic logic

What this engine analyzes.

ERP data quality, data freshness, owner accountability, governance readiness, and first-use-case recommendation.
Field completeness, consistency, duplicate-rate, site context, valuation, and review workflow scoring.
ERP/AI readiness output that labels what is proven, missing, assumed, and blocked.

Recurring value

How the engine matures after the first run.

ERP-specific readiness pack for SAP, Maximo, Oracle, Infor, Hexagon EAM, and CMMS exports.
Transformation risk register and first-use-case sequencing across PartsCleanse, InventoryMind, ProcureMind, and ReadyMind.
AI adoption roadmap grounded in uploaded-data readiness instead of generic AI maturity claims.
Industry planning comparison for data, ERP, governance, and AI readiness.
Transformation sequencing engine with budget, risk, and data-readiness gates.
Recurring readiness trend for quarterly steering committees.

Report interpretation

How to read the output.

ReadyMind AI AI Readiness Report includes AI readiness score, evidence records, confidence tiers, assumptions, limitations, action tracker items, score history, and no-write-back governance language.

AI Readiness IntelligenceValue lever

Uploaded dataCustomer-specific diagnostic required

ReadyMind AIRelated diagnostic engine

EstimateAssumption-labeled until reviewed

Benchmark assumptionUploaded evidenceConfidence tierHuman reviewReportable value

Industrial IQ platform bridge

How this connects to AI2COE Industrial IQ

AI Readiness 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.