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.

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	Description	Material Id, Asset Id, Quantity, Unit Cost, Supplier	Sample CSV Mapping template Data dictionary Sample report
GovernanceMind AI	Finding Id, Description	Confidence, Review Status, Reviewer, Source Record, Action Owner	Sample CSV Mapping template Data dictionary Sample report

Industry contexts available

Governed demo data for all eight diagnostic engines.

Sample results prove workflow, not customer-specific exposure.

Each product has a governed sample path.

Samples can be interpreted through all configured industry profiles.