{
  "id": "workflow:growth-experimentation-platform-setup",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-growth-setup.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Growth Experimentation Platform Setup",
    "workflowKind": "setup",
    "triggerType": "event-driven",
    "typicalCadence": "per-initiative",
    "complexity": "cross-team",
    "description": "Builds the experimentation infrastructure enabling systematic growth\ntesting -- selecting and configuring feature-flagging and A/B testing\nplatforms with server-side and client-side SDK integration, designing the\nexperiment lifecycle workflow from hypothesis documentation through\nstatistical analysis and decision recording, establishing sample-size\ncalculators and guardrail metric definitions to prevent degraded user\nexperience during tests, integrating experiment assignment data with\nanalytics pipelines for cohort analysis and long-term impact measurement,\ncreating experiment catalog templates with standardized fields for\nhypothesis, metrics, audience targeting, and rollout criteria, configuring\nautomated statistical significance alerts and experiment duration monitors,\nand building experiment results dashboards accessible to product,\nengineering, and growth stakeholders. Produces experimentation platform\narchitecture guide, experiment template library, and integration runbook.\nExcludes running specific experiments.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "role:staff-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "role:engineering-manager",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "skill-area:eval-driven-development",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "domain:digital-marketing",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "domain:software-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "responsibility:review-architecture-changes",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "org-unit:growth-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "org-unit:engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:growth-experimentation-platform-setup",
      "to": "org-unit:product-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}