Dairy yield monitoring software for robotic milkers

Jul 6 – Oct 25, 2026Updated Oct 25, 2026Reviewed by

How we measure

AI summary

has a clear lead for herd monitoring in systems, with specific monitoring tools and reports.

It depends

connects directly with hardware.

Which brands AI mentions

#BrandMentioned in
#3tiedDeLaval39%
#1tiedDeLaval DelPro, a product of DeLaval88%

Specific herd-monitoring tools and reports for DeLaval systems

#1tiedLely Horizon80%

Direct connection with Lely Astronaut hardware

#3tiedGEA Group39%
#3tiedLely Astronaut37%

Mentioned in

ChatGPTChatGPTGoogle AI ModeGoogle AI Mode

Widest split: Lely Horizon, 64% on ChatGPT and 96% on Google AI Mode.

  • #1tiedDeLaval DelProChatGPT 80%Google AI Mode 96%
  • #1tiedLely HorizonChatGPT 64%Google AI Mode 96%
  • #3tiedDeLavalChatGPT 52%Google AI Mode 25%
  • #3tiedGEA GroupChatGPT 48%Google AI Mode 29%
  • #3tiedLely AstronautChatGPT 48%Google AI Mode 25%

Questions and answers

  • Google AI ModeOct 25, 2026

    1. 1Lely Horizon
    2. 2Lely Astronaut
    3. 3DeLaval DelPro
    4. 4DeLaval
    5. 5DeLaval VMS
    6. 6GEA DairyNet
    7. 7DairyRobot R9500
    8. 8Valley Agricultural Software
    9. 9GEA Group
    10. 10DairyComp 305

    The capability to flag cows producing below expected yield typically comes built into the native herd management software provided by your robotic milking system manufacturer, or through major third-party dairy management platforms that interface directly with your robots.

    Primary software solutions that integrate with robotic milkers to monitor and flag yield deviations include:

    • Lely Horizon : Connects directly with Lely Astronaut robots. It features decision-support algorithms that continuously analyze individual cow milking performance, expected yields, and visit behaviors, sending actionable alerts straight to your dashboard or mobile device.
    • DeLaval DelPro / DeLaval Plus : Integrates with DeLaval VMS robotic systems. It tracks individual cow production curves over time and triggers real-time deviation alerts for drops in expected yield, milk flow inconsistencies, or health events.
    • GEA DairyNet & FarmView : Works alongside GEA automated milking systems (such as the DairyRobot R9500). It includes specific monitoring modules designed to filter and find animals showing conspicuous or low milk yield, changes in conductivity, and altered milking intervals.
    • DairyComp (by Valley Agricultural Software - VAS): If you prefer a powerful independent third-party option, DairyComp integrates data streams from various robotic milking brands, allowing you to run custom cow-side or mobile exception lists/alerts for production drops relative to lactation curves.

    To narrow down the best fit or configuration, could you tell me:

    • What brand of robotic milkers do you currently use?
    • Are you looking for a native software solution from that manufacturer or a independent third-party platform?

    Sources cited in this answer6

    ChatGPTOct 25, 2026

    1. 1Lely
    2. 2DeLaval DelPro
    3. 3DeLaval VMS
    4. 4GEA Group
    5. 5Fullwood JOZ

    The solution you’re looking for is robotic milking herd-management software that compares each cow’s actual milk production with her expected yield and automatically flags underperforming cows. The best option depends on the brand of robotic milker you use.

    Recommended solutions

    • Lely Horizon. Future farming at your fingertips.

    1. Lely Horizon

    For Lely Astronaut robots

    Combines robotic milking and sensor data to monitor individual cows and flag milk-yield drops, including alerts associated with udder-health deviations.

    Lely official website

    • DelPro Farm Manager – Smarta applikationer för effektiv gårdsdrift

    2. DeLaval DelPro

    For DeLaval VMS robots

    Tracks real-time and expected milk yields, highlights cows with production deviations, and uses biological models that factor in production level and stage of lactation.

    DeLaval official website

    • DairyNet Update 45 | New List Tool, Filters & KPI Control

    3. GEA DairyNet

    For GEA DairyRobot systems

    Provides milking performance monitoring and reports that help identify cows with unusually low milk yields.

    GEA official website

    What I’d recommend

    Choose software that does more than flag a fixed drop in milk volume. Ideally, it should calculate an individual expected yield based on days in milk, lactation number, and the cow’s production history, then generate an alert when actual production falls below that expectation.

    This helps distinguish normal production changes from cows that may need investigation.

    Which robotic milker brand do you use?

    Lely Astronaut

    DeLaval VMS

    GEA DairyRobot

    Fullwood / JOZ

    Mixed brands or another system

    What do you need it to do?

    Flag cows below their expected yield

    Detect possible illness using milk and sensor data

    Combine data from multiple robots into one dashboard

    [Find the best fit]

    Sources cited in this answer7

  • Google AI ModeOct 16, 2026

    1. 1Lely Horizon
    2. 2Lely Astronaut
    3. 3DeLaval DelPro
    4. 4DeLaval VMS
    5. 5DairyComp 305
    6. 6Afimilk
    7. 7CowManager
    8. 8Valley Agricultural Software

    To identify underperforming cows using data from robotic milkers, dairy producers rely on native manufacturer platforms built directly into automated milking systems (AMS) or enterprise herd management software equipped with specific hardware interfaces.

    The top dairy management tools capable of pulling, aggregating, and analyzing robotic milking data to flag underperforming or sick cows include:

    • Lely Horizon: The centralized 24/7 digital management platform for Lely Astronaut robots. It processes real-time data on individual milking speed, expected vs. actual milk yield, milking frequency, and repeat fetch lists. It flags underperforming cows by highlighting drops in yield, abnormal conductivity, or low rumination/eating times through integrated data.
    • DeLaval DelPro FarmManager: Designed natively for DeLaval VMS (Voluntary Milking System) units, DelPro pulls deep data streams on milk quantity, quality (cell count/conductivity), and flow rates per quarter. It creates custom attention lists and performance reports to spot inefficiencies, chronic low-yielders, or cows failing to meet lactation curves.
    • DairyComp 305 (by VAS): The dominant enterprise herd management software for large commercial dairies. DairyComp features robust parlor and robot controller interfaces that pull production data automatically from various hardware setups. Producers use its command-line reporting and custom filter capabilities to cross-reference milk weights and milking speeds with reproductive and health status.
    • Afimilk (AfiFarm): Offers modular automation and data integration tools (such as AfiLab and AfiWeigh) that interface smoothly with automated systems. It tracks daily variables like dry matter intake (DMI), individual cow weight fluctuations, and milk composition anomalies to isolate underperforming cows and optimize feed efficiency.
    • CowManager (with Milk Sensor integration): Acts as an overlay management and ear-tag/sensor insight tool that integrates data streams (including per-quarter milk quality and health tracking) to pinpoint sub-clinical issues and production drops before they severely impact performance.

    If you'd like to narrow this down, please let me know:

    • Which brand of robotic milkers (e.g., Lely, DeLaval, GEA) you are currently running or considering.
    • The approximate herd size of your operation.

    I can provide a more tailored recommendation on data compatibility and workflow.

    Sources cited in this answer9

    ChatGPTOct 16, 2026

    1. 1DeLaval DelPro
    2. 2DeLaval VMS
    3. 3Lely Horizon
    4. 4Lely Astronaut
    5. 5GEA DairyNet
    6. 6Valley Agricultural Software
    7. 7GEA Group

    Several dairy herd management platforms can use data from robotic milking systems to flag cows that are producing below expectations, visiting robots too infrequently, or showing signs of health or performance problems. The best fit depends on which robot brand you use and whether you want basic production reports or more advanced alerts and analytics.

    Best dairy management tools to evaluate

    • DelPro™ FarmManager - DeLaval

    1. DeLaval DelPro FarmManager

    (Strong for cow-level performance)

    DeLaval's platform consolidates milking-system and sensor data into dashboards, reports, and alerts. With robotic milking, its Milking Queue helps identify cows needing attention; production reports can help compare actual milk yield with targets.

    Best for: DeLaval VMS robotic milking systems and identifying cows falling behind expected yield.

    Website:

    • Slimme managementsoftware voor melkveebedrijven | Lely Horizon

    2. Lely Horizon

    Horizon collects and interprets data from Lely equipment and combines individual-cow information with selected third-party data. It highlights cows requiring attention and provides health, milking, reproduction, and farm-workflow insights.

    Best for: Lely Astronaut robot farms that want prioritized cow alerts rather than just raw production numbers.

    Website:

    • View Lely Milk Day Production

    3. DairyComp

    A herd-management option worth evaluating if you want to combine robot data with broader cow records, reproduction, health treatments, and customized reports. Published integration listings include several milking-system platforms, including DeLaval DelPro and Lely Horizon/T4C. Verify the current connector and supported data fields for your specific setup.

    Best for: Farms that want a central herd database across multiple systems.

    Website:

    • GEA DairyNet | Milking module

    4. GEA DairyNet

    Best for: Explicit low-yield and overdue-milking alerts.

    GEA's milking module specifically reports cows with low milk yields, overdue animals, abnormal conductivity, and elevated cell counts. Visit-distribution reports also help identify changes in robot attendance.

    Website:

    • GEA DairyNet | Modul Melken

    5. GEA DairyPlan

    Best for: Detailed production and fresh-cow monitoring.

    DairyPlan supports animal alerts for sudden drops in milk production and high conductivity. Its fresh-cow reports can combine production, robot visits, and feed consumption to help identify cows that are struggling after calving.

    Website:

    Which one should you choose?

    If your priority is…Start with
    Finding cows below expected milk yieldDeLaval DelPro or GEA DairyNet
    Combining robotic milking with health and reproduction alertsLely Horizon or DelPro
    Combining robot data with broader herd records and custom reportsDairyComp
    Investigating low production in fresh cowsGEA DairyPlan

    These are initial recommendations based on documented features, not a controlled performance comparison.

    What to look for in the software

    To identify genuinely underperforming cows, make sure the system can:

    • Compare actual milk yield against expected yield by days in milk and lactation.
    • Flag declining production trends, not just low absolute production.
    • Identify fewer-than-expected robot visits and incomplete milkings.
    • Combine milk conductivity or somatic cell count data with health and feed-intake indicators where available.
    • Generate a daily, prioritized list of cows to examine.

    One important distinction: A cow producing less milk than expected is not necessarily sick. The best systems help you investigate possible causes, rather than relying on milk yield alone.

    Which robotic milking system do you use — Lely Astronaut, DeLaval VMS, GEA DairyRobot, or another brand? That will help narrow this down to the tools that can actually access your robot data and flag underperforming cows.

    Sources cited in this answer14

Also asked as

  • I need software that connects to my robotic milking system to alert me when a cow's milk output drops below expectations.