{
  "id": "lib-process:supply-chain--demand-forecasting",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "demand-forecasting",
    "description": "Demand Forecasting and Planning - Generate statistical demand forecasts using historical data,\nmarket intelligence, and demand signals with continuous accuracy improvement.",
    "libraryPath": "library/specializations/domains/business/supply-chain/demand-forecasting.js",
    "specialization": "supply-chain",
    "references": [
      "- ASCM CPIM Certification: https://www.ascm.org/learning-development/certifications-credentials/cpim/\n- Demand Planning Best Practices: https://www.gartner.com/en/supply-chain"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/supply-chain/demand-forecasting', {\n  historicalDataPath: '/data/sales-history.csv',\n  planningHorizon: '12-months',\n  forecastGranularity: 'weekly',\n  productCategories: ['electronics', 'apparel']\n});",
    "usesAgents": [
      "demand-planning-analyst",
      "demand-analyst",
      "market-analyst",
      "forecasting-specialist",
      "forecast-generator",
      "accuracy-analyst",
      "improvement-advisor"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "skill-area:procurement-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "skill-area:vendor-management-ops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "domain:supply-chain",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "role:supply-chain-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "role:procurement-manager",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "workflow:vendor-onboarding",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "workflow:vendor-evaluation",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "specialization:supply-chain-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "specialization:supply-chain",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "lib-agent:operations--demand-planning-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:supply-chain--demand-forecasting",
      "to": "lib-agent:entrepreneurship--market-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}