{
  "id": "workflow:ad-hoc-analysis-request-cycle",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-data-analyst.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Ad-Hoc Analysis Request Cycle",
    "workflowKind": "data",
    "triggerType": "on-demand",
    "typicalCadence": "per-request",
    "complexity": "single-team",
    "description": "Manages the end-to-end lifecycle of ad-hoc data analysis requests --\nreceiving and triaging incoming analysis requests from stakeholders,\nscoping effort and clarifying business questions and success criteria,\nidentifying data sources and assessing data availability and quality,\nperforming exploratory data analysis and statistical testing,\nsynthesizing findings into actionable insights with visualizations,\ndelivering results through presentations or self-service notebooks,\nand conducting follow-up sessions to validate interpretation and\nidentify next steps. Produces analysis deliverable, insight summary,\nand follow-up action items. Excludes recurring report automation and\ndashboard development.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "role:data-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "skill-area:postgres-tuning",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "domain:business-intelligence",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "domain:data-science",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "responsibility:slo-definition",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "org-unit:analytics-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:ad-hoc-analysis-request-cycle",
      "to": "org-unit:business-intelligence-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}