{
  "id": "workflow:production-scheduling-optimization",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-industrial.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Production Scheduling Optimization",
    "workflowKind": "operational",
    "triggerType": "scheduled",
    "typicalCadence": "daily",
    "complexity": "single-team",
    "description": "Optimizes production scheduling across manufacturing cells -- solving\njob-shop sequencing with constraint programming, balancing\nwork-in-progress inventory against due-date adherence, incorporating\nmachine maintenance windows, adjusting for real-time yield data, and\npublishing shift-level work orders with material staging\nrequirements. Excludes demand forecasting and raw material\nprocurement.\n"
  },
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      "attributes": {}
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    {
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      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
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      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
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      "attributes": {}
    },
    {
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      "to": "skill-area:python-data-pipelines",
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      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:production-scheduling-optimization",
      "to": "responsibility:capacity-planning",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:production-scheduling-optimization",
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      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
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      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
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      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}