II.
Workflow overview
Reference · liveworkflow:livestock-monitoring-pipeline
Livestock Monitoring Pipeline overview
Operates the livestock health and welfare monitoring pipeline -- ingesting sensor telemetry from wearable devices (activity, rumination, temperature), processing GPS and accelerometer data to detect lameness and heat-stress indicators, running anomaly detection models against herd behavioral baselines, correlating feed intake and weight gain data with health alerts, generating early-warning notifications for veterinary intervention, and reconciling sensor-derived metrics with manual health check records. Produces daily herd health dashboard, anomaly alert log, and welfare compliance summary. Excludes veterinary treatment and feed formulation.
Attributes
displayName
Livestock Monitoring Pipeline
workflowKind
operational
triggerType
event-driven
typicalCadence
daily
complexity
cross-team
description
Operates the livestock health and welfare monitoring pipeline --
ingesting sensor telemetry from wearable devices (activity,
rumination, temperature), processing GPS and accelerometer data to
detect lameness and heat-stress indicators, running anomaly detection
models against herd behavioral baselines, correlating feed intake and
weight gain data with health alerts, generating early-warning
notifications for veterinary intervention, and reconciling
sensor-derived metrics with manual health check records. Produces
daily herd health dashboard, anomaly alert log, and welfare
compliance summary. Excludes veterinary treatment and feed
formulation.
Outgoing edges
applies_to_domain2
- domain:agriculture·DomainAgriculture
- domain:data-science·DomainData Science
involves_role3
- role:data-scientist·RoleData Scientist
- role:ml-engineer·RoleMachine Learning Engineer
- role:platform-engineer·Role
performed_by_org_unit2
- org-unit:data-platform-team·OrgUnitData Platform Team
- org-unit:operations-team·OrgUnitOperations Team
requires_skill_area2
- skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
- skill-area:sensor-fusion·SkillAreaSensor Fusion
triggers_responsibility2
- responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
- responsibility:respond-incidents·ResponsibilityRespond to production incidents
Incoming edges
None.