{
  "id": "lib-process:logistics--demand-forecasting",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "demand-forecasting",
    "description": "AI-powered demand prediction using historical data, market signals, and external factors to improve forecast accuracy and inventory planning.",
    "libraryPath": "library/specializations/domains/business/logistics/demand-forecasting.js",
    "specialization": "logistics",
    "references": [
      "- MIT Supply Chain: https://www.edx.org/micromasters/mitx-supply-chain-management\n- Forecasting Best Practices: https://www.ascm.org/"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/logistics/demand-forecasting', {\n  salesHistory: [{ sku: 'SKU001', date: '2024-01-01', quantity: 100 }],\n  products: [{ sku: 'SKU001', category: 'Electronics' }],\n  forecastHorizon: 12\n});",
    "usesAgents": [
      "forecast-data-specialist",
      "demand-pattern-analyst",
      "seasonality-analyst",
      "external-factors-specialist",
      "forecast-model-trainer",
      "forecast-generator",
      "confidence-interval-specialist",
      "accuracy-assessment-specialist",
      "bias-correction-specialist",
      "forecast-report-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "skill-area:procurement-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "skill-area:organizational-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "domain:logistics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "role:supply-chain-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "role:operations-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "workflow:strategic-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:logistics--demand-forecasting",
      "to": "specialization:logistics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}