BENGALURU, 2 October 2026: Karnataka is expanding the use of artificial intelligence in agriculture, developing technology to track crops from cultivation to consumers and export markets, Chief Secretary Shalini Rajneesh said.
Speaking at the Moneycontrol Startup Conclave on Sept. 28, Rajneesh said the state government is working to introduce AI applications across the agricultural value chain. The initiative is part of Karnataka's broader efforts to promote agricultural innovation through its Agritech Mission, launched under the government's 100-day programme.
"Unless we bring the advantage and benefits of AI to the rural parts of the country, we are not doing justice to our commitment that AI will be inclusive and equitable," Rajneesh said.
The proposed crop-tracking system aims to improve visibility into the movement of agricultural produce after it leaves farms, covering processing, distribution and delivery to consumers or export destinations.
"AI applications for tracing each crop from seed to plate across the value chain are ready for rollout," Rajneesh said.
The government has also shortlisted 27 innovations in agriculture and horticulture under the Sampurna Grand Challenge, with the aim of expanding the role of startups and technology in the sector.
AI-based crop advisories support farmers
Karnataka is already using artificial intelligence to provide personalised agricultural advisories, particularly in areas facing uncertain rainfall.
An AI cell within the state's e-governance department delivers crop-related recommendations in Kannada through voice messages and audiovisual formats. The advisories help farmers assess crop prospects and consider alternatives based on weather conditions.
Rajneesh cited an example from north Karnataka, where farmers were warned that their standing crops were unlikely to survive because of an anticipated shortage of rainfall.
The government subsequently provided seeds for alternative crops better suited to the expected weather conditions. Several farmers who received the advisories planted a second crop, including ragi, which later grew successfully, she said.
Government seeks stronger links between startups and farmers
Karnataka is also working to connect agricultural startups, farmers, farmer producer organisations (FPOs), exporters and food processors.
A forthcoming Krishi Mela is expected to provide a platform for these stakeholders to interact and explore technology-led solutions for agriculture.
The state government is seeking to extend the benefits of artificial intelligence beyond Bengaluru and use technology to improve agricultural productivity and rural livelihoods.
Alongside agriculture, Karnataka is exploring AI applications in governance, including grievance redressal and employee attendance systems.
The proposed farm-to-plate tracking initiative represents another step in the state's efforts to integrate digital technology into agricultural operations and improve transparency across the supply chain.
Image credit: tractorguru.in
