Adoption and precision technologies
Increasingly, dairy farms and businesses are leveraging new technologies to capture data and physiological, behavioural, and production insights to track business performance and herd health. A system where everything can be measured, monitored and managed, is more efficient as productivity and profitability can more easily optimised.
The Dairy Unit is working with stakeholders to create a more connected, autonomous sector, so we can work smarter and more collaboratively.
Precision Technology in Dairy: Supporting Australian Farmers for the Future
As herd sizes on Australian dairy farms have grown, managing dairy operations has become increasingly complex for farmers. Many are now turning to precision technologies to streamline processes and enhance herd management. In 2015, NSW DPIRD researchers surveyed nearly 200 dairy farmers and over 100 service providers across Australia to understand how herd size influences technology adoption and to explore the anticipated role of precision technology in the future of dairy farming.
The survey collected detailed insights into both current technology use and perceptions of future adoption. Farmers were grouped by herd size, from those with fewer than 150 cows to those with more than 700 cows. Results showed that larger farms (those with over 500 cows) were significantly more likely to adopt labour-saving technologies—such as automatic cup removers, electronic cow identification, and herd management software—compared to smaller farms. These tools allowed larger farms to save time and manage their herds more effectively, providing a crucial advantage in meeting higher labour demands.
In addition to examining current technology use, the survey also gathered perspectives on future technology adoption. Both farmers and service providers were asked to predict which technologies would likely become more widely used over the following decade. Many respondents expected precision tools to expand beyond labour-saving functions to deliver more detailed data for monitoring herd health, productivity, and other key metrics at an individual cow level. Specifically, both groups anticipated broader adoption of technologies like automatic heat detection systems, automatic milking systems, and automatic mastitis detection tools, which provide real-time data to support better decision-making.
Results from this survey work are available to be viewed in the webinar below.
Today, technology has become essential for managing Australian dairy farms, supporting data-driven decisions and promoting sustainability. As the industry evolves, adopting these tools has become increasingly important for farms of all sizes to remain competitive and adapt to the changing demands of dairy farming.
Other research
- Field and in-silico analysis of harvest index variability in maize silage.
- Comparison of Ground-Based, Unmanned Aerial Vehicles and Satellite Remote Sensing Technologies for Monitoring Pasture Biomass on Dairy Farms.
- Spatial and Temporal Pasture Biomass Estimation Integrating Electronic Plate Meter, Planet CubeSats and Sentinel-2 Satellite Data.
- Accounting for minimum data required to train a machine learning model to accurately monitor Australian dairy pastures using remote sensing.
The NSW DPIRD Climate Branch Farms of the Future project is also invested in assisting farmers across all sectors learn about and potentially adopt relevant technologies that will assist their individual farm businesses. For more information on this project, and to access the AgTech Toolbox and education initiatives, visit the Farms of the Future website.
Webinars and recordings
- Disruptive Digital Technologies with the Power to Transform Agriculture (Mar 2017) (YouTube 52:21)
- Farmer attributes, profit and precision farming (Nov 2018)
- Performance, Profit and Potential of Automatic Milking Systems (Aug 2020) (YouTube - 49:24)
- Precision Dairy Technologies - Opportunities and challenges (Apr 2016) (YouTube - 54:38)
- TechKISS - Making cow management technologies work (March 2020) (YouTube 1:03:54)
- The potential benefits of cow activity monitoring for herd health and reproduction (May 2017)
- Turning data into action. How are dairy farmers getting value from cow production data? (June 2017)