{
  "id": "lib-process:decision-intelligence--ab-testing-experimentation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "ab-testing-experimentation",
    "description": "A/B Testing and Experimentation Framework - Establishment of controlled experimentation\ncapabilities for data-driven decision validation and continuous improvement.",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/ab-testing-experimentation.js",
    "specialization": "decision-intelligence",
    "references": [
      "- Online Experiments: https://hbr.org/2017/09/the-surprising-power-of-online-experiments\n- Trustworthy Online Controlled Experiments (Microsoft, Google)"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/decision-intelligence/ab-testing-experimentation', {\n  projectName: 'Digital Experience Experimentation Program',\n  experimentContext: { domain: 'website', traffic: '1M monthly visitors' },\n  hypotheses: ['New checkout flow increases conversion', 'Personalization increases engagement'],\n  metrics: ['conversion rate', 'revenue per visitor', 'engagement']\n});",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "skill-area:business-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "workflow:market-analysis",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--ab-testing-experimentation",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}