The agriculture sector is entering a phase where technology, trade, sustainability and farmer economics are becoming increasingly interconnected.
In this edition of GrowinAgri Daily, we look at major developments shaping this transition—from the economic impact of a potential glyphosate ban in Illinois and China’s return as a major urea supplier to India, to AI-driven cotton research and the rapid expansion of agricultural robotics.
We also highlight new models of farm-based renewable energy, including Asia’s largest dairy-rooftop agrivoltaic project and Gujarat’s dung-to-CBG initiative. Meanwhile, strong global buyer participation in India’s rice sector, new millet-processing infrastructure and Odisha’s cooperative expansion signal growing opportunities across agricultural value chains.
Together, these developments underline a clear trend: the future of agriculture will be driven not only by higher productivity, but by smarter technology, resilient supply chains, value addition and sustainable resource use.
Glyphosate Ban Could Cost Illinois Farmers Up to $609 Million Annually
A complete ban on glyphosate in Illinois could cost corn and soybean farmers an estimated $300 million to $609 million in annual revenue, according to a new study published in Weed Technology. The research found that replacing glyphosate would increase weed-management costs and make farm operations more complex, while farmer adaptation could limit yield losses.
Alternative herbicide programs could raise statewide production costs by approximately $238.5 million to $448.5 million annually. If substitute herbicide prices rise by 15% to 30%, the total economic impact could reach $300 million–$609 million per year. Without substitution, the modeled net revenue loss could be around $1.15 billion annually.
The study estimates that the preferred scenario would reduce Illinois corn and soybean revenue by about 1.8%–3.6%. Researchers emphasize integrated weed management, diversified herbicide programs and early adaptation as key strategies for managing the transition.
Asia’s Largest Dairy-Farm Rooftop Agrivoltaic Project Begins Operations
An 84.02 MWp rooftop solar project at a large dairy complex in Anhui, China, has entered commercial operation, combining renewable energy generation with livestock production without requiring additional land. Located at the Modern Dairy Industrial Park in Wuhe County, the project covers approximately 560,000 square metres and uses dairy-shed rooftops for solar installations.
The “power generation above, breeding below” model allows cattle farming to continue while solar panels generate electricity and provide shade to help reduce heat exposure inside the sheds. The project is expected to generate around 100 million kWh of electricity annually, with reported annual output value of approximately RMB 24 million.
Its large-scale design demonstrates how existing agricultural infrastructure can be converted into clean-energy assets while avoiding competition for productive land. The model could potentially be replicated across dairy farms, livestock facilities, warehouses, food-processing units and other agricultural complexes with large rooftop areas.
The project highlights the growing integration of renewable energy with agriculture and the potential for farms to become both food-production and clean-energy platforms.
China Launches CottonMind 1.0, Dedicated AI Platform for Cotton Research and Farmers
China has launched CottonMind 1.0, a specialised AI platform designed to connect cotton research, breeding, field diagnostics and farmer advisory services through a single digital system. Developed by the Institute of Cotton Research of the Chinese Academy of Agricultural Sciences, the platform includes a web-based research interface and a mobile mini-programme for growers.
Its cotton-focused knowledge base contains 41,680 research papers, more than 2,000 patents and standards, 559 specialised books and 1,806 approved cotton-variety records. Farmers can use the platform to ask crop-management questions, upload images for preliminary diagnosis and consult agricultural specialists.
Researchers can use it to search scientific literature and connect information on genes, traits, varieties, cultivation and plant-health issues. CottonMind supports Chinese, English, Uyghur and Uzbek, potentially improving access to technical information across major cotton-growing regions.
The developers plan to further expand the platform’s analytical capabilities and precision services, aiming to shorten the gap between cotton research and practical farm-level decision-making.
Carbon Robotics Crosses $100M Revenue as Laser Weeding and Autonomous Tractors Drive Growth
Seattle-based Carbon Robotics has surpassed $100 million in annual revenue and is targeting an IPO as it expands its agricultural robotics business. The company operates in about 20 countries, with strong traction in the United States, Western Europe and Australia, and sees significant growth potential across laser weeding and tractor autonomy.
Its modular G2 LaserWeeder range now serves farms from around 50 acres to very large-scale operations, while a new agricultural machine is also under development. Carbon Robotics is also advancing autonomous tractor technology that can convert existing tractors for applications including tillage, cultivation, irrigation and weed management.
According to CEO Paul Mikesell, laser weeding can deliver major economic benefits through reduced labor, improved crop vigor, earlier market access and potentially higher yields.
The company says farmers can typically achieve payback in less than three years, with its fastest returns coming in under a year. Carbon Robotics is also exploring additional funding to accelerate its tractor autonomy platform while maintaining a direct-sales and support model in international markets.
Bonsai Robotics Uses AI-Powered 3D Vision to Transform Farm Robotics
California-based Bonsai Robotics is advancing agricultural automation with an AI-powered vision system that converts 2D camera images into a scalable 3D understanding of farm environments. The company says its foundation model can operate across orchards, vineyards, berries and other specialty crops without requiring developers to rewrite extensive code for each application.
Bonsai has deployed more than 400 units and collected data across approximately one million acres of specialty crops to train its models. Following its acquisition of Farm-ng, the company is also developing its own Amiga and larger Amiga Max machines for applications such as spraying, hauling and lifting. Its hybrid approach combines autonomous technology with lower-cost, flexible machinery to reduce labor, capital and operating expenses.
The company currently sells both autonomous retrofit systems and its own machines, with revenue split roughly evenly between the two models. With more than 400 units sold and strong demand for its new platforms, Bonsai believes advances in physical AI could make increasingly complex agricultural tasks, including robotic harvesting, commercially achievable.
Moa Technology Secures £900,000 Defra Funding to Develop New Blackgrass Herbicides
Oxford-based Moa Technology has secured more than £900,000 in non-dilutive funding from the UK Department for Environment, Food & Rural Affairs to accelerate the development of new herbicides for controlling resistant blackgrass. The funding, matched by nearly £2 million from Oxford Science Enterprises, brings total support for the programmes to almost £3 million.
Blackgrass is a major challenge for English cereal growers, with herbicide resistance reducing the number of effective control options and increasing production costs. Moa is developing herbicides based on previously unexplored modes of action, with advanced candidates already showing consistent performance in field trials.
One leading programme is a post-emergence herbicide that has demonstrated strong activity against blackgrass in cereal crops. The company says the new funding will help move its most promising candidates closer to commercialisation while expanding its development pipeline.
With additional support from a recent £22.2 million Series C financing and partnerships with major agricultural companies, Moa aims to provide new tools for integrated blackgrass management.
Banas Dairy, NDDB and Suzuki Commission 100 MTPD Dung-Based CBG Plant in Gujarat
Banas Dairy, NDDB and Suzuki have commissioned a 100 MTPD dung-based Compressed Biogas plant at Vinchhiwadi in Banaskantha, Gujarat. The facility converts cattle dung into CBG and organic manure, creating additional value from dairy waste and supporting a circular rural economy.
The project aims to reduce dependence on conventional fuels while creating additional income opportunities for dairy farmers. NDDB Chairman Dr. Meenesh Shah said five more similar plants are planned at milk unions across Gujarat, with the model potentially replicable in other regions.
The initiative combines dairy cooperative infrastructure with renewable-energy technology and technical support from NDDB and Suzuki. The project also supports organic manure production, linking dairy waste management with agricultural input needs.
The expansion highlights the growing potential of cattle dung as an economic resource for clean energy, rural employment and stronger farmer incomes.
DN AGRAR to Acquire Romanian Horticulture Firm Panorganic Vitavit for €750,000
DN AGRAR Group SA has signed a binding offer to acquire Romanian horticultural company Panorganic Vitavit SRL for €750,000, marking its first entry into the horticulture sector. The deal includes a 14-hectare property in Arad County with a 1-hectare glass greenhouse built in 2022.
The greenhouse currently produces around 1.2 million Global G.A.P.-certified lettuce heads annually, with DN AGRAR targeting 1.6–2 million heads through operational improvements. The company is also assessing the addition of 1–2 hectares of greenhouse capacity over the next two years.
The acquisition supports DN AGRAR’s 2025–2030 strategy to build a diversified and integrated agri-food platform. The company plans to fund the transaction through a combination of its own capital and bank financing, while the assets involved are valued at around €3 million based on June 2026 figures.
The deal strengthens DN AGRAR’s diversification into horticulture and supports its broader ambition to expand sustainable food production across Romania and Europe.
China to Supply Bulk of India’s Latest Urea Tender
China is expected to supply at least 1.2 million tonnes of urea under India’s latest fertilizer tender, accounting for more than two-thirds of the total volume booked. The shipments are required to leave Chinese ports by September 24, marking a major return of Chinese fertilizer to the Indian market after export restrictions were eased.
China had tightened urea exports earlier this year to protect domestic supplies, but later increased its export quota to around 5–5.5 million tonnes. The development comes as global urea markets recover from supply disruptions linked to the Iran conflict, which pushed prices to a four-year high in April.
China’s shipments to India could represent more than one-fifth of its current export quota. With India heavily dependent on urea for its major crops, the increased supply could help ease pressure on the fertilizer market and support domestic agricultural demand.
Indian Rice Attracts Global Buyers as 3,317 Buyers from 138 Countries Register for BIRC 2026
India’s rice industry is seeing strong international interest ahead of the Bharat International Rice Conference (BIRC) 2026, with 3,317 buyers from 138 countries registered as of August 30. Bangladesh, Benin, Nigeria, the UAE, Nepal and the Philippines are among the countries showing significant participation.
The wide buyer base could help Indian exporters diversify markets, establish new trade routes and build long-term international business relationships. BIRC 2026 will feature an app-enabled B2B matchmaking platform connecting buyers, exporters, millers and service providers based on varieties, volumes and market requirements.
The conference will also focus on the global rice market outlook, new export opportunities, logistics, quality, certification, financing and value-added products. Organisers will launch Rice Sector Vision 2047 along with innovation showcases and experience zones covering the wider rice value chain.
Scheduled for October 23–25 in New Delhi, the event aims to turn strong international participation into new business opportunities and sustained growth for India’s rice export sector.
CSIR-CFTRI Opens New Millet Processing Facility to Boost Rural Value Addition
CSIR-CFTRI, Mysuru, has inaugurated a new secondary millet processing facility with CSR support from Milltec Machinery to help farmers, FPOs, SHGs and rural entrepreneurs develop value-added millet products. Designed for small-scale operations of 10–50 kg per day, the facility will support technology demonstrations, hands-on training and commercial product development.
It features equipment for millet popping, papad making, air-frying, vacuum frying, pasta extrusion, deep frying and de-oiling. The facility aims to bridge the gap between laboratory technologies and commercial-scale production by bringing modern processing solutions closer to grassroots enterprises. It will enable the development of millet-based snacks, papads, pasta and other ready-to-eat products.
The initiative is expected to improve processing capabilities, strengthen the millet value chain and create new opportunities for rural entrepreneurship and income generation. With rising demand for nutritious and convenient millet foods, the facility could help connect millet production with processing, markets and value-added businesses.
Odisha’s ‘Sambandh’ Cooperative Drive to Benefit Over 3 Lakh People with ₹14 Crore Dividend
Odisha will launch the ‘Sambandh’ cooperative membership campaign on September 1, aimed at connecting at least one member from every rural household with cooperative societies. In the first phase, more than 3 lakh members of 180 PACS and LAMPS will receive a total dividend of ₹14 crore.
The state government, which is also a stakeholder, is expected to receive around ₹4.22 crore and reinvest it in strengthening the cooperative sector. A new mobile app will facilitate simple and transparent membership registration for rural residents.
The initiative will also include 21 new milk collection centres, taking the state’s total to 76, along with 50 agro-service centres offering modern farm machinery on rent to small and marginal farmers.
Additionally, 200 Common Service Centres and 200 digitally enabled PACS will be launched, while model markets and warehouses will support better storage and marketing of farm produce.
