Data as of Aug 25, 2026 · Based on 292 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
To monitor and flag cows producing below expected yields, you should use the management software native to your robotic milking equipment. For DeLaval systems, use
DeLaval DelPro; for Lely, use
Lely Horizon; and for GEA, use GEA DairyPlan. These platforms draw data directly from your robots to track performance. If you operate mixed-robot equipment or need a central platform, third-party software like provides broad integration across different robotic milking parlors.
Brands AI recommends here
Named in 56% of answers
The designated management hub for Lely Astronaut robots. It tracks milk yield and frequency metrics to generate actionable health reports. Use this if your farm operations are built on Lely robotic milking technology.
Named in 37% of answers
The primary management software for DeLaval milking robots. It provides automated, real-time alerts on yield drops for individual cows. It is the best fit for farms standardizing on the DeLaval robotic ecosystem.
Named in 32% of answers
Named in 24% of answers
A solution that does this is typically a **robotic milking herd-management platform with production deviation alerts**. The exact product depends on your robotic milker brand, but common options include: - Lely **Horizon** (for Lely Astronaut robots) — combines robot sensor data with herd information and can flag cows…
A solution that does this is typically a robotic milking herd-management platform with production deviation alerts. The exact product depends on your robotic milker brand, but common options include:
If you mean a brand-neutral add-on rather than the software from your robot manufacturer, there are also precision dairy analytics platforms that ingest robot, activity, rumination, and milk data to predict production problems and create cow alerts.
If you tell me the robot brand/model (e.g., Lely Astronaut, DeLaval VMS, GEA DairyRobot, BouMatic, etc.), I can point to the most compatible option.
The solution that flags cows producing below expected yield depends heavily on the brand of robotic milking system you use. Rather than standalone third-party add-ons, the most robust integration comes from the **native management and decision-support software** provided by the robot manufacturers themselves. These…
The solution that flags cows producing below expected yield depends heavily on the brand of robotic milking system you use. Rather than standalone third-party add-ons, the most robust integration comes from the native management and decision-support software provided by the robot manufacturers themselves. These platforms continuously crunch milking data, expected lactation curves, and behavioral inputs to surface drop-offs.
Top-tier software solutions designed to integrate directly with robotic milkers for production and health flagging include:
If you share the brand of robotic milker you currently use (e.g., Lely, DeLaval, BouMatic, GEA), I can give you more specific details on which native reports or alert settings to configure for yield tracking.
The primary solutions that flag cows producing below expected yield are the native herd management software platforms provided by the major robotic milking (AMS) manufacturers, as well as specialized third-party health monitoring systems. The native software tied directly to your robotic milking hardware tracks…
The primary solutions that flag cows producing below expected yield are the native herd management software platforms provided by the major robotic milking (AMS) manufacturers, as well as specialized third-party health monitoring systems.
The native software tied directly to your robotic milking hardware tracks expected yield natively using lactation curves and historical data:
If you are looking for advanced, standalone bio-sensing integration that flags drops in production before or right as they happen due to metabolic issues (like ketosis or mastitis), consider:
To help narrow down the best setup or fine-tune your alert parameters, tell me:
If you’re using **DeLaval robotic milkers**, the solution you’re describing is **DeLaval DelPro Farm Manager**. It integrates with the VMS robotic milking system and tracks each cow’s production against an **expected yield**, allowing you to identify cows producing below target. DeLaval specifically recommends…
If you’re using DeLaval robotic milkers, the solution you’re describing is DeLaval DelPro Farm Manager. It integrates with the VMS robotic milking system and tracks each cow’s production against an expected yield, allowing you to identify cows producing below target. DeLaval specifically recommends checking cows producing less than 100% of expected yield, particularly during the first 100 days of lactation.
Its Interactive Data Display can also flag yield deviations in real time while cows are being milked, including showing actual versus expected yield and highlighting cows with deviations.
If your robots are Lely Astronauts, the analogous system is Lely Horizon. Horizon combines Astronaut sensor data and milk-production information and can generate attentions when a cow's milk yield drops significantly relative to her expected/normal production.
So, in short:
If you tell me which robotic milker brand/model you have, I can identify the exact module/report that flags the under-producing cows.
To flag cows producing below their expected yield, you generally look at native software ecosystems provided by your robot manufacturer or third-party herd management platforms that ingest robotic sensor streams via API.[](https://www.thebullvine.com/dairy-technology-2026-robotics-sensors-ai-and-real-world-roi/)…
To flag cows producing below their expected yield, you generally look at native software ecosystems provided by your robot manufacturer or third-party herd management platforms that ingest robotic sensor streams via API.
The primary solutions that natively track baseline expectations and flag dips in real time include:
If you share the brand of your robotic milkers (e.g., Lely, DeLaval, GEA) and whether you already use a master herd management software like DairyComp, I can give you a more specific integration or reporting workflow.
smaXtec
smaxtec.com
If you mean **software that connects directly to robotic milking data and flags cows whose actual production is below what they should be producing**, the strongest matches are: - **[DeLaval DelPro](https://www.delaval.com/en-us/farm-solutions/farm-management/delaval-delpro/?utm_source=chatgpt.com)** — particularly…
If you mean software that connects directly to robotic milking data and flags cows whose actual production is below what they should be producing, the strongest matches are:
If your goal is specifically “tell me which cows are underperforming relative to their individual expected yield,” I'd look first at the native platform for your robot manufacturer—especially DelPro if you have DeLaval VMS.
If you tell me which robotic milker you have (Lely, DeLaval, GEA, etc.), I can identify the exact module/report and how the alert is calculated.
Most major robotic milking manufacturers (Automatic Milking Systems, or AMS) provide native herd management software designed specifically to track individual curves, calculate expected yields based on lactation stage and parity, and flag deviations. Depending on the brand of your robotic milkers, the ideal solutions…
Most major robotic milking manufacturers (Automatic Milking Systems, or AMS) provide native herd management software designed specifically to track individual curves, calculate expected yields based on lactation stage and parity, and flag deviations. Depending on the brand of your robotic milkers, the ideal solutions include:
If you share what brand of robotic milkers you are currently using (Lely, DeLaval, GEA, etc.), I can give you the exact name of the report or alert setting to activate for low-yield flagging.
If you’re referring to a **commercial solution specifically built into robotic milking systems**, the clearest match is **DeLaval’s DelPro Farm Manager**. - **DelPro** integrates directly with DeLaval’s VMS robotic milkers and tracks each cow’s production against an **expected yield** based on her lactation stage. -…
If you’re referring to a commercial solution specifically built into robotic milking systems, the clearest match is DeLaval’s DelPro Farm Manager.
More generally, this approach is supported by research on dynamic milk-yield forecasting in automatic milking systems: models continuously predict what an individual cow should produce and flag deviations, which can be useful for detecting health problems such as mastitis.
So, if your robots are DeLaval VMS units, DelPro is likely the solution you're looking for. If you tell me which robotic milker brand/model you have (DeLaval, Lely, GEA, etc.), I can identify the equivalent software and compare the available options.
Native and third-party herd management software solutions integrate directly with major robotic milking systems (AMS) to track performance baselines and flag individual cows producing below expected…
Native and third-party herd management software solutions integrate directly with major robotic milking systems (AMS) to track performance baselines and flag individual cows producing below expected yields.
The primary solutions capable of flagging low-yield deviations include:
If you share which brand of robotic milkers you are currently using (e.g., Lely, DeLaval, BouMatic, GEA), I can provide the exact software configuration or report name needed to set up these yield alerts.
If you’re using **DeLaval robotic milkers (VMS)**, the solution you’re looking for is **DeLaval DelPro Farm Manager**. - **DelPro** tracks each cow’s actual milk production against her **expected yield**, taking stage of lactation into account. - It can flag cows producing below expected levels—for example, DeLaval…
If you’re using DeLaval robotic milkers (VMS), the solution you’re looking for is DeLaval DelPro Farm Manager.
If you tell me which robotic milker brand/model you have (DeLaval VMS, Lely Astronaut, GEA, etc.), I can identify the equivalent solution and explain exactly how it flags under-producing cows.