II.
Workflow JSON
Structured · liveworkflow:livestock-monitoring-pipeline
Livestock Monitoring Pipeline json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "workflow:livestock-monitoring-pipeline",
"_kind": "Workflow",
"_file": "workflows/workflows/workflows-thin-domains-fill.yaml",
"_cluster": "workflows",
"attributes": {
"displayName": "Livestock Monitoring Pipeline",
"workflowKind": "operational",
"triggerType": "event-driven",
"typicalCadence": "daily",
"complexity": "cross-team",
"description": "Operates the livestock health and welfare monitoring pipeline --\ningesting sensor telemetry from wearable devices (activity,\nrumination, temperature), processing GPS and accelerometer data to\ndetect lameness and heat-stress indicators, running anomaly detection\nmodels against herd behavioral baselines, correlating feed intake and\nweight gain data with health alerts, generating early-warning\nnotifications for veterinary intervention, and reconciling\nsensor-derived metrics with manual health check records. Produces\ndaily herd health dashboard, anomaly alert log, and welfare\ncompliance summary. Excludes veterinary treatment and feed\nformulation.\n"
},
"outgoingEdges": [
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "role:data-scientist",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "role:ml-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "role:platform-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "skill-area:python-data-pipelines",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "skill-area:sensor-fusion",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "domain:agriculture",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "domain:data-science",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "responsibility:data-quality-monitoring",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "responsibility:respond-incidents",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "org-unit:data-platform-team",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:livestock-monitoring-pipeline",
"to": "org-unit:operations-team",
"kind": "performed_by_org_unit",
"attributes": {}
}
],
"incomingEdges": []
}