Sample-mode rule

Sample results prove workflow, not customer-specific exposure.

Every sample diagnostic is clearly labeled. It can demonstrate upload, mapping, validation, scoring, evidence, confidence, report, action, and score-history behavior, but it does not claim actual customer value until the buyer uploads their own export.

Data handling: sample assets do not require private source files. Live diagnostic source files are processed to generate the report pack and then purged.

Buyer value: run sample data first to verify the product experience; then run uploaded data to replace assumptions with source-backed findings.

Engine sample coverage

Each product has a governed sample path.

Engine	Required fields	Useful optional fields	Sample action
PartsCleanse AI	Description	Material Id, Manufacturer, Mpn, Supplier, Uom	Sample CSV Mapping template Data dictionary Sample report
InventoryMind AI	Material Id, Quantity	Description, Unit Cost, Stock Value, Last Movement Date, Movement Qty	Sample CSV Mapping template Data dictionary Sample report
ProcureMind AI	Po Number, Description	Material Id, Supplier, Unit Price, Quantity, Order Date	Sample CSV Mapping template Data dictionary Sample report
FinanceMind AI	Material Id, Stock Value	Description, Quantity, Unit Cost, Duplicate Family, Carrying Cost Rate	Sample CSV Mapping template Data dictionary Sample report
AssetMind AI	Asset Id, Description	Material Id, Asset Status, Criticality, Equipment Class, Site	Sample CSV Mapping template Data dictionary Sample report
ReliabilityMind AI	Work Order, Description	Material Id, Asset Id, Quantity, Stock On Hand, Priority	Sample CSV Mapping template Data dictionary Sample report
ReadyMind AI	Process Name, Data Source	Business Unit, Data Owner, Data Quality Score, System Of Record, Automation Readiness	Sample CSV Mapping template Data dictionary Sample report
GovernanceMind AI	Finding Id, Finding Type	Confidence, Business Impact, Review Status, Reviewer, Source Record	Sample CSV Mapping template Data dictionary Sample report

Industry contexts available

Samples can be interpreted through all configured industry profiles.

Product evidence map

See the operating surface, not another product paragraph.

Industrial IQ product pages use the same source, evidence, review, report, and action vocabulary across the platform.

Open Product Walkthrough

Source export

CSV or workbook input remains separate from production-system write-back.

Field mapping

Required fields, source fit, and unmapped context are visible before analysis.

Evidence output

Findings retain source context, confidence, assumptions, and limitations.

Owner action

Reviewed findings move into accountable actions and score history.

Executive review lens

Use this page to decide the next evidence step.

Industrial IQ pages are designed to move enterprise buyers from operating pain to source-backed diagnostic evidence, not to force an immediate platform commitment.

Audience

Finance, operations, procurement, maintenance, reliability, ERP/data, security, and executive sponsors.

Evidence to prepare

Relevant ERP, EAM, CMMS, inventory, procurement, asset, work-order, or readiness exports where available.

Output

A diagnostic route, sample proof format, report evidence, confidence tier, owner review path, or commercial next step.

Trust boundary

Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.

Explore the 8 diagnostic engines View sample reports Review no ERP write-back Run a Snapshot