livestock / Livestock producers, herd managers, trained staff, veterinarians, animal-care teams, technology providers, researchers, and data stewards
Livestock health surveillance review
Review a surveillance period across animal identity, sensors, production and environmental events, staff observations, movements, qualified findings, response, outcomes, false and missed events, and system changes.
See the whole mission
Orient before entering the field.
Connect the intended outcomes, operating stages, stop conditions, and supporting technology concepts before opening the detailed action sequence.
- 01Define the reviewed animals, groups, premises, period, sources, case rules and decision authorities
- 02Reconcile alerts with device quality, management changes, observations, movements and qualified outcomes
- 03Expose response delays, unresolved cases, false and missed events without inventing diagnostic performance
- 04Create veterinarian- and vendor-reviewed actions with versioning, validation and re-review triggers
- 01Freeze the surveillance frame
Rates and timelines become misleading when animals enter or leave groups, identifiers change, devices fail, case definitions drift or review windows differ.
3 field actions ↓ - 02Reconcile signals with real events
A sensor change may reflect animal state, device quality, handling, feed, water, housing, pasture, weather, reproduction, movement or another management event.
3 field actions ↓ - 03Review true, false, missed and unresolved evidence
A system cannot improve when only confirmed alerts are visible and missed, delayed, duplicate or unresolved events disappear.
3 field actions ↓ - 04Approve changes and revalidation
Changing a threshold, attachment, workflow or model can alter both attention and blind spots.
3 field actions ↓
- G01
This guide provides no diagnosis, case definition, diagnostic accuracy calculation, treatment, welfare score, movement restriction or outbreak conclusion.
- G02
A cleared dashboard, quiet sensor or absent alert does not establish normal health, functioning technology or absence of disease.
- G03
Protect animal, worker, veterinarian, location and commercially sensitive information and follow current animal-health and public-health reporting authority.
Freeze the surveillance frame
Rates and timelines become misleading when animals enter or leave groups, identifiers change, devices fail, case definitions drift or review windows differ.
- 01Record premises, species, animals and groups, enrollment and exit events, period, sensors and systems, production and environmental sources, staff workflows and known gaps
- 02Preserve the exact alert rules, model and software versions, baseline method, priority levels, recipient routes and changes during the period
- 03Identify veterinarian-led case definitions, examination and testing authority, welfare and emergency triggers, movement or official escalation paths, and prohibited automated conclusions
Reconcile signals with real events
A sensor change may reflect animal state, device quality, handling, feed, water, housing, pasture, weather, reproduction, movement or another management event.
- 01Link each reviewed alert to animal or group, device, timestamp, original signal, model output, delivery, acknowledgement and assignment
- 02Add attachment, power, coverage, latency, gaps, maintenance, environment, feed, water, production, handling, movement and other change context without rewriting the signal
- 03Keep trained observations, veterinary findings, tests, official classifications, actions and outcomes as separate evidence with source, time and authority
Review true, false, missed and unresolved evidence
A system cannot improve when only confirmed alerts are visible and missed, delayed, duplicate or unresolved events disappear.
- 01Classify only under the approved review framework and retain uncertainty, incomplete follow-up, conflicting evidence and changed case definitions
- 02Search independent farm, care and movement records for qualified events that produced no usable alert; distinguish no alert, no delivery, no review and no recorded outcome
- 03Examine alert burden, response delay, identity errors, stale data, threshold or model drift, device failures, group changes and user-interface or staffing issues
Approve changes and revalidation
Changing a threshold, attachment, workflow or model can alter both attention and blind spots.
- 01Assign veterinarian, farm, welfare, technology and data owners to separate actions with due dates, safety controls and evidence of closure
- 02Require vendor or qualified review for device, model, threshold and software changes; retain old versions, rationale, test population, acceptance evidence and rollback plan
- 03Recheck after seasonal, housing, ration, staffing, device, software, population or disease-context changes and never use surveillance review to delay urgent care
Continue through the operation
See where this field guide fits.
Move beyond one task into the complete evidence, technology, operating, and review sequence around it.
Run the farm biosecurity and early-warning chain
Follow people, animals, assets and crop observations across farm boundaries, livestock alerts, physical verification, plant surveillance, diagnostic sample custody, trace retrieval, response authority and governed records.
- 01 / BOUNDUnderstand biosecurity movement recordsTechnology→
- 02 / AUDITReconstruct a movement chainField guide→
- 03 / WATCHUnderstand livestock health-event surveillanceTechnology→
- 04 / TRIAGETurn one animal alert into evidenceField guide→
- 05 / REVIEWReview the surveillance periodField guide→
- 06 / SURVEYUnderstand plant pest surveillanceTechnology→
- 07 / HAND OFFProtect the plant diagnostic sampleField guide→
- 08 / RETAINKeep an operational recordTechnology→
- 09 / GOVERNGovern sensitive evidenceTechnology
Review the surveillance period
Expose response delays, unresolved cases, false and missed events, system changes and revalidation needs without inventing diagnostic performance.