{
  "id": "workflow:dashboard-development-cycle",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-data-analyst.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Dashboard Development Cycle",
    "workflowKind": "data",
    "triggerType": "on-demand",
    "typicalCadence": "per-project",
    "complexity": "cross-team",
    "description": "Develops data dashboards from requirements through stakeholder\nacceptance -- gathering dashboard requirements including target\naudience, key questions, and decision contexts, designing data models\nand semantic layers that support required aggregations and\ndrill-downs, selecting visualization types that effectively\ncommunicate each metric, building interactive dashboard prototypes\nand conducting usability reviews with stakeholders, implementing data\nrefresh pipelines and access controls, validating metric accuracy\nagainst source-of-truth systems, and documenting dashboard usage\nguidance and metric definitions. Produces dashboard, data model\ndocumentation, and metric glossary. Excludes data infrastructure\nprovisioning and ETL pipeline development.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "role:data-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "role:product-designer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "skill-area:data-quality",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "domain:business-intelligence",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "domain:data-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "responsibility:slo-definition",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "org-unit:business-intelligence-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:dashboard-development-cycle",
      "to": "org-unit:analytics-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:geospatial-analytics",
      "to": "workflow:dashboard-development-cycle",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:internal-dashboard",
      "to": "workflow:dashboard-development-cycle",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:analytics-dashboard",
      "to": "workflow:dashboard-development-cycle",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:hr-people-analytics",
      "to": "workflow:dashboard-development-cycle",
      "kind": "follows_workflow"
    },
    {
      "from": "stack-profile:time-series-analytics",
      "to": "workflow:dashboard-development-cycle",
      "kind": "follows_workflow"
    }
  ]
}