FindingEnrichmentOutput
Multi-horizon baseline enrichment with regression-based trend analysis and ML prediction for an audit finding
operationIdString!Operation this enrichment applies to
Multi-horizon baselines (7d/30d/90d) for the relevant metric. Null when no historical data exists.
30-day rolling baseline (backwards-compatible shorthand for baselines.days30). Null when no historical data exists.
deviationFactorFloatCurrent value / 30-day baseline median. > 1.0 means above baseline. Null when no baseline exists.
trendDirectionStringRegression-based trend direction: rising, falling, stable, or insufficient_data. Uses linear regression over daily values with |correlation| >= 0.3 as significance threshold.
Full regression trend details (slope, correlation, R²). Null when insufficient data for regression.
How this work center compares to peers in its production cell. Null when no cell assigned.
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.
View exact SDL
"""
Multi-horizon baseline enrichment with regression-based trend analysis and ML prediction for an audit finding
"""
type FindingEnrichmentOutput {
"""Operation this enrichment applies to"""
operationId: String!
"""
Multi-horizon baselines (7d/30d/90d) for the relevant metric. Null when no historical data exists.
"""
baselines: HorizonBaselinesOutput
"""
30-day rolling baseline (backwards-compatible shorthand for baselines.days30). Null when no historical data exists.
"""
workCenterBaseline: BaselineStatsOutput
"""
Current value / 30-day baseline median. > 1.0 means above baseline. Null when no baseline exists.
"""
deviationFactor: Float
"""
Regression-based trend direction: rising, falling, stable, or insufficient_data. Uses linear regression over daily values with |correlation| >= 0.3 as significance threshold.
"""
trendDirection: String
"""
Full regression trend details (slope, correlation, R²). Null when insufficient data for regression.
"""
trend: MetricTrendOutput
"""
How this work center compares to peers in its production cell. Null when no cell assigned.
"""
cellComparison: CellComparisonSummaryOutput
"""
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.
"""
mlPrediction: MLPredictionOutput
}One stable address across all schema views. Follow a field’s type to explore connections between domains.