Many farms already have cameras, but the footage is mostly watched after something has gone wrong. A few well-chosen alerts can send staff to the right place sooner, without replacing walk-throughs or anyone’s judgement. These four steps start small, work with limited connectivity and keep every decision about animals with farm staff.
Step 1 — Pick the conditions
Goal: Flag only what is worth a trip.
- List conditions staff most want to know about sooner.
- Pick two or three that a camera can actually see.
- Collect example images from your own cameras.
- Agree who receives alerts at different times of day.
You finish with: A short list of conditions, examples and recipients.
Step 2 — Check the cameras
Goal: Make sure the cameras can see what matters.
- Review angle, coverage, lighting and night performance.
- Note dust, glare or obstructions that hide the area.
- Decide what runs on site and what needs a connection.
- Fix or add cameras only where the gap matters.
You finish with: Cameras confirmed for each condition.
Step 3 — Alert and check
Goal: Turn detections into quick checks.
- Flag likely occurrences of each condition.
- Send a short alert with a still image and location.
- Have staff check in person and record what they found.
- Keep animal health decisions with staff and their veterinarian.
You finish with: Alerts that lead to recorded checks.
Step 4 — Measure and tune
Goal: Fewer false alerts, faster checks.
- Track time from condition to check.
- Track the share of alerts confirmed.
- Use rejected alerts to tune detection.
- Add conditions only once the first ones work.
You finish with: Measured results and tuned alerts.
Common pitfalls
- Too many alert types, so staff start ignoring them.
- Treating an alert as a diagnosis.
- Cameras that cannot see the area at night or through dust.
- Assuming a reliable internet connection in every barn.