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.

Maintenance Readiness Value | AI2COE Industrial IQ Documentation

Value lever

Maintenance Readiness Value

Links work orders, spare availability, priority, failure codes, and shutdown flags to readiness decisions.

Model summary: Industrial IQ combines uploaded data, source-fit quality, mapped readiness, engine evidence, confidence tier, and human-review status. Formula details are summarized for buyer interpretation, not used as promised-savings claims.

Limitations: benchmark and estimate values remain assumptions until a customer-specific uploaded-data diagnostic is run and reviewed.

Maintenance Readiness ValueValue lever

Uploaded dataCustomer-specific diagnostic required

ReliabilityMind AIRelated diagnostic engine

EstimateAssumption-labeled until reviewed

Benchmark assumptionUploaded evidenceConfidence tierHuman reviewReportable value

Related data

Fields that improve value confidence.

Engine	Required Data File	Required Fields	Optional Fields	Output Generated	Minimum Viable Upload	Engine-Specific Context
ReliabilityMind AI	Work-order export	Work Order, Description	Material Id, Asset Id, Quantity, Stock On Hand, Priority, Planned Shutdown, Failure Code, Site	Maintenance readiness score, evidence, report, actions, score history	Work Order, Description	Material Id, Asset Id, Quantity, Stock On Hand, Priority, Planned Shutdown, Failure Code, Site

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.