{
  "id": "lib-process:decision-intelligence--hypothesis-driven-analytics",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "hypothesis-driven-analytics",
    "description": "Hypothesis-Driven Analytics Process - Structured methodology for forming, testing, and validating\nbusiness hypotheses using data analysis and experimentation.",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/hypothesis-driven-analytics.js",
    "specialization": "decision-intelligence",
    "references": [
      "- Data Science for Business: https://www.oreilly.com/library/view/data-science-for/9781449374273/\n- Hypothesis-Driven Development"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/decision-intelligence/hypothesis-driven-analytics', {\n  projectName: 'Customer Churn Root Cause Analysis',\n  businessQuestion: 'Why is customer churn increasing in Q4?',\n  dataContext: { sources: ['CRM', 'Usage Analytics', 'Support Tickets'] }\n});",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "skill-area:business-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "workflow:strategic-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}