II.
Workflow JSON
Structured · liveworkflow:data-quality-check
Data Quality Check json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "workflow:data-quality-check",
"_kind": "Workflow",
"_file": "workflows/workflows/workflows-expanded-2.yaml",
"_cluster": "workflows",
"attributes": {
"displayName": "Data Quality Check",
"workflowKind": "operational",
"triggerType": "scheduled",
"typicalCadence": "daily",
"complexity": "moderate",
"description": "Automated data quality validation workflow — schema conformance,\ncompleteness checks, statistical anomaly detection, freshness\nmonitoring, and cross-source consistency validation. Generates\ndata quality scorecards and alerts on threshold violations.\n"
},
"outgoingEdges": [
{
"from": "workflow:data-quality-check",
"to": "role:data-quality-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "role:data-steward",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "role:data-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "skill-area:data-quality",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "skill-area:etl-pipelines",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "skill-area:data-lineage",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "domain:data-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "responsibility:data-quality",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:data-quality-check",
"to": "responsibility:data-pipeline-reliability",
"kind": "triggers_responsibility",
"attributes": {}
}
],
"incomingEdges": []
}