{
  "id": "lib-process:decision-intelligence--predictive-analytics-implementation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "predictive-analytics-implementation",
    "description": "Predictive Analytics Implementation - Development and deployment of predictive models for\nforecasting, classification, and anomaly detection to support decision-making.",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/predictive-analytics-implementation.js",
    "specialization": "decision-intelligence",
    "references": [
      "- Business Intelligence and Data Science: https://www.pearson.com/us/higher-education/program/Sharda-Business-Intelligence-Analytics-and-Data-Science-A-Managerial-Perspective-4th-Edition/PGM1683656.html"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/decision-intelligence/predictive-analytics-implementation', {\n  projectName: 'Customer Churn Prediction Model',\n  useCase: { type: 'classification', target: 'churn', horizon: '90 days' },\n  dataContext: { sources: ['CRM', 'Usage', 'Support'] }\n});",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "skill-area:business-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "workflow:strategic-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--predictive-analytics-implementation",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}