FindingEnrichmentOutput

Type: Object

Multi-horizon baseline enrichment with regression-based trend analysis and ML prediction for an audit finding

Fields

Name	Type	Args	Description	Deprecated
baselines	HorizonBaselinesOutput		Multi-horizon baselines (7d/30d/90d) for the relevant metric. Null when no historical data exists.
cellComparison	CellComparisonSummaryOutput		How this work center compares to peers in its production cell. Null when no cell assigned.
deviationFactor	Float		Current value / 30-day baseline median. > 1.0 means above baseline. Null when no baseline exists.
mlPrediction	MLPredictionOutput		ML-predicted waste value for this specific operation context from the waste predictor. Null when no trained model exists or finding is not waste-related.
operationId	String!		Operation this enrichment applies to
trend	MetricTrendOutput		Full regression trend details (slope, correlation, R²). Null when insufficient data for regression.
trendDirection	String		Regression-based trend direction: rising, falling, stable, or insufficient_data. Uses linear regression over daily values with |correlation| >= 0.3 as significance threshold.
workCenterBaseline	BaselineStatsOutput		30-day rolling baseline (backwards-compatible shorthand for baselines.days30). Null when no historical data exists.

Relationships

• BaselineStatsOutput
• CellComparisonSummaryOutput
• HorizonBaselinesOutput
• MetricTrendOutput
• MLPredictionOutput