{
  "id": "lib-process:supply-chain--forecast-accuracy",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "forecast-accuracy",
    "description": "Forecast Accuracy Analysis and Improvement - Measure forecast accuracy metrics (MAPE, bias, WMAPE),\nanalyze forecast error drivers, and recommend model and process improvements.",
    "libraryPath": "library/specializations/domains/business/supply-chain/forecast-accuracy.js",
    "specialization": "supply-chain",
    "references": [
      "- o9 Solutions Demand Planning: https://o9solutions.com/\n- ASCM Forecast Best Practices: https://www.ascm.org/"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/supply-chain/forecast-accuracy', {\n  forecastData: { forecasts: [...] },\n  actualData: { actuals: [...] },\n  analysisHorizon: '12-months',\n  productSegments: ['Category A', 'Category B']\n});",
    "usesAgents": [
      "data-preparer",
      "accuracy-calculator",
      "bias-analyst",
      "pattern-analyst",
      "root-cause-analyst",
      "model-improvement-advisor",
      "process-improvement-advisor",
      "action-planner"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "skill-area:procurement-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "skill-area:vendor-management-ops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "domain:supply-chain",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "role:supply-chain-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "role:procurement-manager",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "workflow:vendor-onboarding",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "workflow:vendor-evaluation",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "specialization:supply-chain-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "specialization:supply-chain",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:supply-chain--forecast-accuracy",
      "to": "lib-agent:scientific-discovery--root-cause-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}