by webadmin01 | Sep 23, 2026 | Agriculture, Research
If you grow wheat, barley, oats, canola or pulses, an end-point royalty (EPR) may apply when you market grain from a licensed variety. EPRs are usually charged on production, often on a per-tonne basis, and collected when grain is marketed or through a grower declaration. The arrangement varies by variety. Knowing whether an EPR applies, who collects it and what it supports can help you make better variety and grain marketing decisions.
At KG2 Australia, we provide information on Australian grain varieties and related industry systems. Connect with us if you need further information.
What are End-Point Royalties?
An end-point royalty is a royalty paid on production from an eligible variety, generally calculated per tonne of harvested grain. In Australia, EPRs are commonly linked to varieties protected by Plant Breeder’s Rights (PBR). IP Australia describes PBR as exclusive commercial rights over a new plant variety, allowing the owner to license its commercial use.
An EPR is therefore a commercial royalty arrangement. It is not a government tax or a statutory grain levy.
The royalty rate depends on the variety and its licensing or royalty-management arrangement. Current EPR rates should always be checked against the relevant variety information rather than assumed from another crop or variety. Variety Central publishes current EPR information for crops including barley, wheat and oats.
How do EPRs Work in the Australian Grain Market?
The process varies by variety and its royalty arrangements, but the basic principle is simple.
When a grower produces grain from a variety subject to an EPR, the royalty is calculated based on the relevant production. Collection often takes place when the grain is delivered and sold. An authorised grain buyer or EPR collector may deduct the royalty from the grower’s payment and send it to the relevant royalty manager.
Some arrangements require growers to declare production and pay the royalty directly. For example, Seednet provides for automatic deduction through authorised collection marketers or payment after a grower harvest declaration when grain is marketed elsewhere or used on farm.
The exact obligations depend on the variety licence and current collection arrangements. Growers should check the terms that apply to each variety they grow.
Why do Australian Farmers Pay End-Point Royalties?
EPRs provide a commercial return to the organisations responsible for developing and commercialising new crop varieties. Australian Government and industry sources identify EPRs as an important funding mechanism for cereal, pulse and oilseed breeding programs.
Plant breeding requires investment in research, selection, field testing, variety development and commercialisation. A royalty linked to production allows the variety owner or breeder to receive a return when the variety is commercially grown.
This model also links the royalty to production instead of relying only on an upfront payment. IP Australia describes EPRs as a mechanism based on production yield rather than a set fee.
What Do Farmers Receive in Return?
The direct benefit is access to a commercial grain variety developed and released through a breeding and licensing system.
Breeding programs focus on developing varieties suited to Australian growing conditions and market requirements. Depending on the crop and variety, breeding objectives can include yield, quality, disease resistance, maturity and other agronomic or market characteristics.
Paying an EPR does not guarantee a particular yield, grain price or financial return. Variety performance depends on genetics, environment, agronomy, seasonal conditions, and market factors.
How are EPRs Connected to Grain Varieties and PBR?
PBR and EPR are related, but they are not the same thing.
PBR is an intellectual property right. It gives the holder exclusive commercial rights over a protected variety, subject to statutory exceptions. EPR is a royalty collection mechanism used under commercial arrangements for eligible varieties.
Not every grain variety has the same royalty arrangement. Growers should confirm whether a particular wheat, barley, oat, canola or pulse variety carries an EPR and identify the applicable royalty manager.
How Can Growers Check EPR Information?
Before sowing or marketing grain, check the current information for the specific variety. Variety Central provides variety, owner, royalty manager and EPR rate information, while the National Grower Register supports harvest declarations for participating royalty managers.
For Australian grain variety information, KG2 Australia provides an information-focused agricultural resource rather than a retail or e-commerce service.
Final Thoughts
End-point royalties are an established part of the Australian grain market. For growers, the practical question is whether an EPR applies to the variety they are growing and how the relevant royalty arrangement works.
Check the variety, current EPR rate, royalty manager, and collection requirements before marketing grain. KG2 Australia provides agricultural information to help you understand Australian grain varieties and related industry systems. Get in touch with us if you need further information.
FAQs
1. What is an EPR in Australian agriculture?
An EPR, or end-point royalty, is a royalty charged on production from an eligible crop variety, generally calculated per tonne of harvested produce. It is commonly associated with PBR-protected varieties.
2. Who receives an end-point royalty?
The royalty is paid to the relevant variety owner, breeder or royalty manager under the applicable commercial arrangement. Collection arrangements vary between varieties.
3. Why are EPRs important to plant breeding?
EPRs provide a commercial revenue stream for breeding programs and help support ongoing research, development and commercialisation of new crop varieties.
4. Does every Australian grain variety have an EPR?
No. EPR obligations depend on the particular variety and its commercial arrangements. Growers should check current variety-specific information before assuming a royalty applies.
5. How are EPRs collected from grain growers?
Depending on the arrangement, an authorised grain buyer may deduct the royalty from the grower’s grain payment, or the grower may declare production and receive an invoice for payment.
6. Where can growers check EPR rates?
Growers should check current variety-specific information from the relevant royalty manager or an authoritative industry resource such as Variety Central. Rates and arrangements can change between varieties and seasons.
by webadmin01 | Sep 23, 2026 | Agriculture, Cropping
Australian summer cropping is entering 2026–27 with tighter water availability, low soil moisture across key northern regions, and a weaker production outlook for both cotton and sorghum. For KG2 Australia, this analysis looks at what current ABARES data shows for cotton and sorghum, where these crops are grown, and how rainfall, stored soil moisture, irrigation, and market conditions are influencing planting decisions. To discuss agricultural data, farmer intelligence, or regional trends with us, connect with our team.
What is the Outlook for Australian Cotton and Sorghum?
The outlook is cautious. ABARES forecasts national summer crop production to fall 25% to 3.4 million tonnes in 2026–27, while the total summer cropping area is forecast to decline 17% to 1.1 million hectares. Below-average late-winter soil moisture and limited irrigation water are key constraints.
Sorghum production is forecast at just over 1.9 million tonnes, down 26%, while planted area is forecast to fall 9% to 592,000 hectares. Cotton lint production is forecast to fall 34% to 697,000 tonnes, with cotton area down 34% to 301,000 hectares.
Where are Cotton and Sorghum Mainly Grown?
Cotton is mainly grown across inland New South Wales and southern Queensland, including the Gwydir, Namoi, Macquarie, Border Rivers and Condamine-Balonne regions. Central Queensland also contributes to production. The cotton growing season generally runs from September or October planting to March or April picking.
Sorghum is mainly grown in Queensland and northern New South Wales and is the dominant summer crop in the northern grains region. Growing systems extend from the Darling Downs and southern Queensland into areas such as the Liverpool Plains and North West NSW.
How are Seasonal Conditions Affecting Summer Crop Production?
Water is the main point of difference. Cotton planting decisions are strongly influenced by available irrigation water, while sorghum offers greater flexibility where growers have suitable stored soil moisture and rainfall prospects.
ABARES expects Queensland cotton lint production to fall 27% to 254,000 tonnes in 2026–27. The planted area is forecast at 108,000 hectares, reflecting reduced irrigation water availability, limited stored moisture and an unfavourable spring rainfall outlook for dryland production.
Queensland sorghum production is forecast to fall 25% to 1.3 million tonnes. However, its wider planting window provides some flexibility if rainfall improves. In NSW, sorghum production is forecast to fall 29% to 600,000 tonnes, while cotton lint production is forecast to fall 40% to 389,000 tonnes.
What Do Market Conditions Mean for Cotton and Sorghum?
Market signals remain important to crop choice, but seasonal conditions are currently a stronger constraint. ABARES forecasts the gross value of Australian sorghum production to fall 22% to $738 million in 2026–27, while rising coarse grain prices are linked to tighter global export supply. Cotton’s gross production value is forecast to fall 29% to $1.8 billion, despite the Cotlook A Index being forecast to rise 12% to an average 90 US cents per pound.
The key takeaway is that price alone does not determine planting intentions. Water security, soil moisture, rainfall timing and expected yield remain central to summer cropping decisions.
What Does this Mean for Australian Summer Cropping?
The 2026–27 cotton and sorghum outlook shows the value of timely, region-specific agricultural intelligence. National figures show the overall direction of production, but farm-level conditions vary considerably across Queensland and New South Wales.
At KG2 Australia, we combine farmer engagement, agricultural data, remote sensing and analytics to provide a grounded view of Australian farming activity. For organisations needing clearer visibility of cropping trends, regional conditions or farmer behaviour, get in touch with us.
Frequently Asked Questions
1. When is cotton planted in Australia?
Cotton is generally planted from September to October, with the crop harvested from March to April. Timing varies with region, soil temperature, moisture, and production system.
2. When is sorghum planted in Australia?
Sorghum is generally planted from spring into summer in the northern grains region. GRDC research identifies traditional planting from early to mid-September, while Queensland has a relatively wide planting window.
3. Where is most Australian cotton grown?
The main cotton-growing regions are inland New South Wales and southern Queensland, with additional production in central Queensland.
4. Where is most Australian sorghum grown?
Queensland and northern New South Wales account for the bulk of Australian sorghum production.
5. Which crop is more dependent on irrigation?
Cotton is generally more dependent on secure irrigation supplies, although both crops use irrigation and rainfall depending on the production system. ABARES identifies water availability as a major constraint on current cotton planting.
6. How are dry conditions affecting summer cropping in 2026–27?
Low soil moisture and limited irrigation water are reducing planting intentions. ABARES forecasts lower national production for both sorghum and cotton, although improved spring rainfall could change planting outcomes, particularly for sorghum.
by webadmin01 | Aug 10, 2026 | Farmer Insights
Australian grain data and livestock data news in 2026 are being shaped by seasonal conditions, production decisions, export demand, input costs and changes in livestock supply. For Australian agribusinesses, reliable market intelligence helps separate short-term price changes from wider supply and demand trends. KG2 Australia combines farmer engagement, agricultural research and data analytics to help businesses understand what is happening on Australian farms.
What is shaping Australian grain markets in 2026?
The 2026–27 winter crop outlook shows clear differences across regions. ABARES forecasts Australian winter crop plantings to fall 7% to 23.6 million hectares. Wheat plantings are expected to fall 12% to 10.9 million hectares, while barley plantings are expected to rise 4% to 5 million hectares. Canola area is forecast to fall 6% to 3.5 million hectares.
Production forecasts also show a mixed grain market. ABARES forecasts wheat production at 26.7 million tonnes, barley at 14.1 million tonnes and canola at 6.2 million tonnes in 2026–27. Lentil production is forecast to reach a record 2.2 million tonnes, while chickpea production is forecast to fall to 1.1 million tonnes.
Weather remains an important factor. Dry conditions across parts of Queensland and New South Wales, along with uncertain rainfall in several southern cropping regions, are affecting planting and yield expectations. Fertiliser availability and costs are also important production factors.
What Livestock Market Data Matters Most in 2026?
Australian livestock market data covers more than saleyard prices. Businesses should monitor cattle, sheep and lamb prices, along with yardings, slaughter volumes, herd numbers, production, export demand and regional seasonal conditions.
ABS data shows that 29.7 million cattle were held on Australian properties at 30 June 2025, including 27.6 million beef cattle. In 2024–25, the local value of livestock disposals increased 27% to $28.4 billion, while sheep and lamb disposals increased 37.7% to $5.1 billion.
More recent livestock production data provides another useful market signal. Cattle slaughterings reached 2.4 million head in the March 2026 quarter, while beef production increased 2.3% to 749,010 tonnes.
MLA market reporting also shows that conditions can vary quickly between regions and livestock categories. In June 2026, national cattle yardings increased 5% to 70,157 head, while market indicators varied across cattle, lamb and sheep categories.
How are Weather and Export Demand Affecting Australian Agricultural Markets?
Weather affects crop establishment, yield potential, pasture growth, stocking decisions and livestock turn-off. Its effect can vary by region. For example, dry conditions in northern cropping areas do not always lead to the same production outcome in Victoria, South Australia or Western Australia.
Export demand adds another factor. Global grain stocks, currency movements, freight, international competition and buyer demand influence Australian wheat, barley, canola, sorghum and pulse markets. ABARES expects high global wheat carry-in stocks to put downward pressure on wheat prices in 2026–27.
This makes timely agricultural data important. Production forecasts show possible supply, while prices, trade flows and farmer behaviour show how markets are responding.
Where Can Businesses Find Reliable Australian Agricultural Data?
Useful sources include ABARES crop forecasts, ABS agricultural statistics, MLA livestock market reporting and state agricultural departments. Each source covers different parts of the market, so businesses should consider methodology, reporting period, geographic coverage and reporting frequency when comparing datasets.
KG2 adds an on-farm perspective through quantitative and qualitative research across more than 80 farm types. Its farmer data is collected at the individual-operation level and reported in aggregate. Remote sensing, geospatial analysis and machine learning also support broader agricultural intelligence.
For businesses assessing Australian grain market data, livestock market data or regional agricultural trends, combining official statistics with on-farm intelligence can provide a stronger basis for interpretation.
Why is Australian Agricultural Market Data Important for Businesses?
Reliable agricultural data helps businesses assess market size, production trends, regional opportunities, customer behaviour and supply conditions. Combining official statistics with farmer-level intelligence provides stronger evidence for market research, product planning, investment decisions and agricultural strategy.
Australian grain data and livestock data news in 2026 reflects a market where weather, production, farmer decisions, livestock supply and global demand remain closely connected. Accurate and timely data helps businesses understand these signals with greater confidence. KG2 Australia combines farmer engagement, agricultural research and data analytics to support informed decisions. To discuss relevant agricultural data or market intelligence requirements, connect with us.
FAQs
1. Where can I find Australian grain data in 2026?
ABARES and the ABS provide important official Australian grain data, including crop production, planted area and agricultural statistics. State departments also publish market and commodity information. KG2 provides additional on-farm intelligence and farmer research across Australian agricultural sectors.
2. What factors are influencing Australian grain prices in 2026?
Grain prices are influenced by Australian production forecasts, rainfall, soil moisture, input costs, grain stocks, domestic demand, export demand, global commodity prices, freight and currency movements. The impact varies by commodity and region, so national data should be considered alongside local market conditions.
3. What livestock data should Australian businesses monitor?
Businesses should monitor livestock prices, yardings, slaughter numbers, herd and flock numbers, production volumes, pasture conditions, rainfall, processor demand and export conditions. Looking at several indicators together provides better market context than relying on a single weekly price.
4. What is affecting Australian livestock markets in 2026?
Livestock markets are influenced by supply, seasonal conditions, pasture availability, producer selling decisions, slaughter capacity, domestic demand and international meat demand. Regional conditions also matter because livestock supply and seasonal performance differ across Australia.
5. How does weather affect Australian grain and livestock markets?
Rainfall affects crop planting, germination and yield prospects, while pasture conditions influence stocking rates, livestock turn-off and feed demand. Dry conditions can lower production expectations and change producer decisions, while timely rainfall can improve crop and pasture prospects.
by webadmin01 | Aug 10, 2026 | Agtech
Australian farmers assessing new farming apps want more than a long list of digital features. The priority is practical value on the farm: reliable access, simple workflows, useful data, and tools that fit existing livestock, crop, and business management practices.
For Australian farming operations, connectivity, weather variability, farm size, and industry requirements also matter. KG2 Australia works across Australian agriculture and combines farmer engagement with agricultural data and digital capabilities. Connect with us to discuss agricultural insights and digital solutions relevant to your organisation.
What Features Should a Farm Management App Have?
A useful farm management app should help farmers record information quickly, access it when needed, and use farm data to make practical decisions. The most useful features typically include:
- Simple mobile access for use in the paddock, yards, machinery, or office
- Offline functionality where internet coverage is unreliable
- Farm, paddock, crop, and livestock records
- Weather and operational information
- Reporting and data analysis
- Integration with existing farm management software and systems
- Secure data storage and clear data ownership arrangements
- Workflows that reduce duplicate data entry and administrative time
The Australian Government identifies data management, interoperability, connectivity, and digital skills as important foundations for digital agriculture.
Why is Offline Functionality Important for Australian Farming Apps?
Reliable internet access is not available on every Australian farming property. Remote and geographically dispersed operations can face particular connectivity challenges. ABARES research found that farmers in remote areas using mobile or satellite internet were more likely to report inadequate internet access as an obstacle to ICT use.
For this reason, an effective farming app should keep its core functions available when a connection drops. Farmers should be able to record observations, update livestock or crop information, and synchronise data when connectivity returns.
An app that works well only with a strong connection is less useful when you are working kilometres from the homestead.
How Should Farming Apps Manage Farm Records and Data?
Farm record keeping needs to be quick and consistent. A farm management app might bring together paddock records, livestock movements, treatments, planting activities, inputs, observations, and operational notes.
The value increases when data is organised rather than spread across notebooks, spreadsheets, and separate systems. Good data management also supports reporting, historical comparisons, and business planning.
Farmers should also check how an app manages data ownership, access, sharing, storage, and export. The Australian Farm Data Code was developed to improve transparency around how farm data is collected and used.
What Makes a Farming App Easy to Use on Australian farms?
Ease of use matters because farm software is often used during busy operational periods, rather than from a desk.
Good farm management apps should reduce the number of steps needed to complete common tasks. Clear navigation, mobile-friendly screens, simple data entry, and role-based access help farmers, managers, and staff work with the same information.
The best app is not necessarily the one with the most functions. It is the one farmers and farm teams will consistently use.
Should Farming Apps Integrate with Other Farm Technology?
Integration becomes important as farms use more digital tools. Farmers might already rely on GPS machinery, electronic identification, sensors, mapping platforms, accounting systems, or specialist livestock and crop software.
An app should fit into this technology environment rather than create another separate data source. APIs, data export, and interoperability can reduce duplicate entry and make farm data more useful across systems.
This aligns with Australia’s digital agriculture strategy, which identifies common data standards and interoperability as priorities for the sector.
What Should Farmers Consider before Choosing a New Farm App?
Before adopting farm management software, check whether it solves a genuine operational problem.
Consider:
- Does it work reliably in your region and connectivity conditions?
- Does it support your production system, such as cropping, livestock, or mixed farming?
- How quickly can staff learn it?
- Does it integrate with your existing technology?
- Who owns and controls the farm data?
- What happens when connectivity is unavailable?
- Does the reporting help with actual farm decisions?
- Will the system remain useful as the business grows?
Australian agriculture already has substantial ICT adoption. ABARES reported that 96% of surveyed Australian farmers owned and used ICT assets in 2016–17, while 95% were connected to the internet. The same research identified cost, skills, connectivity, and access to useful technology as adoption barriers.
How will Farming Apps Support Better Farm Decisions?
The strongest farming apps turn routine records into useful information. Farmers should be able to identify trends, compare seasons, monitor activities, and create reports without extensive manual processing.
For agricultural businesses, this creates a link between farm data and decisions around productivity, inputs, livestock, crops, compliance, and planning.
KG2 Australia brings more than 30 years of agricultural insight together with farmer-validated data, remote sensing, mapping, and digital platforms. Its Rural Property Platform combines machine learning, satellite data, and ground-truthed agricultural information to support analysis across Australian farms.
Choosing Farming Apps that Fit Australian Conditions
The best farming apps for Australian farmers are practical, reliable, and compatible with the way farms operate. Offline access, simple record keeping, useful reporting, integration, data governance, and mobile functionality often matter more than an extensive feature list.
For organisations developing or evaluating agricultural technology, understanding what farmers need starts with reliable Australian agricultural data and direct engagement. Connect with us at KG2 Australia to discuss farmer insights, agricultural technology, and data-led opportunities.
FAQs
1. What features should Australian farmers prioritise in a farm management app?
Prioritise offline access, simple mobile data entry, farm and livestock records, paddock management, reporting, integration, data security, and reliable performance. The right combination depends on your production system and connectivity.
2. Are farming apps useful for rural and remote Australian properties?
Yes, provided the app is designed for rural operating conditions. Offline functionality, local data storage, and synchronisation are important where mobile or internet coverage is inconsistent.
3. Can farm management apps work without internet access?
Some do. Offline-capable apps allow users to record or access selected information without a live connection, then synchronise data when connectivity returns. Check the specific offline functions before choosing an app.
4. Can farming apps manage livestock and crop records?
Many farm management platforms support livestock, crop, paddock, and operational records. Before choosing one, check whether it supports the specific enterprises, identification systems, production activities, and reporting requirements used on your farm.
5. How do farming apps help with farm record keeping?
They replace or reduce manual records by storing information digitally and making it easier to search, update, analyse, and report. This helps reduce duplicated data entry and gives farm teams a more consistent record of activities.
6. What should farmers check about farm data ownership?
Read the provider’s terms covering data ownership, storage, access, sharing, portability, and deletion. Farmers should understand who controls their information and whether they can export their data if they change systems.
by webadmin01 | Aug 10, 2026 | Agtech
AgTech products need to solve real agricultural problems, fit existing farm operations, and deliver enough value to earn adoption. That starts before product design. Farmers in AgTech product development offer first-hand insight into priorities, workflows, and constraints that product teams cannot reliably understand from a desk. For Australian businesses developing agricultural technology, KG2 Australia provides direct farmer engagement and on-farm market intelligence. If you need evidence from Australian farmers, connect with us.
Why Should Farmers be Involved in AgTech Product Development?
Farmers should be involved from the start, when the problem is being defined, rather than only being asked to test a finished product.
They understand which operational problems affect productivity, costs, labour and decision-making. They also know whether a proposed solution fits existing machinery, software, seasonal workloads, connectivity and farm management practices.
This matters in Australia, where agricultural businesses operate across different commodities, regions, farm sizes and production systems. A solution designed for one farming context might not work well in another.
Early farmer involvement helps AgTech teams find out whether a problem is important enough to solve before investing heavily in product development.
How Does Farmer Feedback Improve AgTech Product Design?
Farmer feedback helps turn assumptions into clear product requirements.
For example, an agricultural software product might focus on advanced analytics, while farmers may place greater value on simple data entry, mobile access, offline functionality or integration with existing systems. These differences can affect usability and adoption.
Farmer-centred AgTech development should therefore include interviews, concept testing, prototypes and usability research. The goal is not to ask farmers to design the technology. Instead, their practical knowledge should be combined with product, technical, agronomic and research expertise.
What are the Risks of Developing AgTech without Farmers?
The main risk is developing a technically viable product that solves the wrong problem or does not fit well into farm operations.
Other risks include unnecessary features, complex workflows, limited economic value, poor interoperability and incorrect assumptions about connectivity or infrastructure.
Testing under real conditions also matters. A product that works well in a controlled environment might create problems during planting, harvest, livestock management or other time-critical operations.
“CSIRO’s ADOPT tool evaluates how quickly and widely an agricultural innovation will be adopted, allowing researchers to design more effective rollout strategies.”
How Does Farmer Involvement Improve AgTech Adoption?
Farmer involvement provides better evidence for adoption decisions.
Farmers can assess whether a technology offers a meaningful benefit, fits established workflows, and is practical to use. On-farm testing also allows developers to find problems before commercial launch.
This is important because product-market fit in AgTech involves more than technical performance. The technology needs to work for the people, processes and conditions around its use.
Australian experience also shows the value of practical benefits and local relevance in technology adoption. CSIRO notes that agricultural innovation is more compelling when growers see clear value and when it fits existing farming systems and markets.
How Should AgTech Companies Involve Farmers in Product Development?
Effective farmer involvement should be part of the entire product lifecycle.
Start with farmer research to define the problem. Test concepts before development is finalised. Use representative farmers for prototype and on-farm testing. Collect feedback after launch to identify changing needs and adoption barriers.
The sample should reflect the intended market, including relevant commodities, regions, farm sizes and production systems.
Farmers are one part of the development ecosystem. Successful agricultural innovation also requires product teams, software specialists, agronomists, researchers, industry bodies and commercial stakeholders.
For AgTech companies seeking Australian market evidence, KG2 delivers quantitative and qualitative research across 80+ farm types using direct farmer engagement. Its agricultural data also covers technology adoption and on-farm practices.
Final Thoughts
Farmers in AgTech product development help teams define genuine problems, design practical solutions, test products in real conditions and understand barriers to adoption.
Their role should begin before development and continue through testing and market feedback. Combined with technical, agronomic and research expertise, farmer insight provides stronger evidence for product decisions and commercial viability.
KG2 Australia connects organisations with direct farmer insights and agricultural intelligence. To understand Australian farmer needs before making important AgTech product decisions, connect with us.
FAQs
1. When should farmers be involved in AgTech product development?
Farmers should be involved from the problem-definition stage, before product requirements are finalised. Their input helps confirm the problem, priorities and practical constraints before development starts.
2. How does farmer feedback prevent AgTech product failure?
Farmer feedback shows whether a product solves a genuine priority, fits existing workflows and provides practical value. This reduces the risk of developing technology that farmers find difficult to adopt.
3. How do you validate an AgTech product with farmers?
Use farmer interviews, prototype testing and on-farm trials with representative users. Assess usability, workflow fit, practical performance and barriers such as connectivity or system integration.
4. Why do farmers reject new agricultural technology?
Farmers may reject technology when the problem is a low priority, the value is unclear, or the product does not fit existing workflows. Connectivity, interoperability and usability can also affect adoption.
5. What is AgTech product-market fit?
AgTech product-market fit means a technology solves a meaningful farm problem, provides clear value and fits naturally into existing operations. Farmer feedback helps determine whether this fit exists.
6. How can AgTech companies get reliable feedback from Australian farmers?
Use structured qualitative and quantitative research with farmers across relevant regions, commodities and farm types. KG2 conducts research across 80+ Australian farm types to support evidence-based product and market decisions.
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