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CANONICAL TYPE REFERENCE

AuditVerdictOutput

Result of a production feasibility audit against current progress data

severityString!

Overall audit severity: pass, advisory, warning, critical

Whether the production plan can still succeed on current trajectory

summaryString!

Human-readable summary of findings

Per-operation findings with diagnostics

Individual operation items at risk

Baseline enrichments per finding — contextualizes findings against historical work center performance. Null for unenriched audits.

Hourly performance buckets for in-flight operations from LightTS progress — gives real-time waste/throughput visibility during long runs. Null for unenriched audits.

ML-predicted risk per operation from the outcome classifier — predicts which operations are likely to trigger warnings before problems manifest. Null when no trained classifier model exists.

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"""Result of a production feasibility audit against current progress data"""
type AuditVerdictOutput {
  """Overall audit severity: pass, advisory, warning, critical"""
  severity: String!
  """Whether the production plan can still succeed on current trajectory"""
  canStillSucceed: Boolean!
  """Human-readable summary of findings"""
  summary: String!
  """Per-operation findings with diagnostics"""
  findings: [AuditFindingOutput!]!
  """Individual operation items at risk"""
  atRiskItems: [AtRiskItemOutput!]!
  """
  Baseline enrichments per finding — contextualizes findings against historical work center performance. Null for unenriched audits.
  """
  enrichments: [FindingEnrichmentOutput!]
  """
  Hourly performance buckets for in-flight operations from LightTS progress — gives real-time waste/throughput visibility during long runs. Null for unenriched audits.
  """
  livePerformance: [LivePerformanceBucketOutput!]
  """
  ML-predicted risk per operation from the outcome classifier — predicts which operations are likely to trigger warnings before problems manifest. Null when no trained classifier model exists.
  """
  riskPredictions: [OperationRiskPredictionOutput!]
}

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