AI4Agri Files | Part 4 of 5
By Vijay Gaikwad | TheNews21
Mumbai: Maharashtra’s AI4Agri 2026 summit was presented as a farmer-centric initiative to bring Artificial Intelligence into agriculture. It was positioned as a bridge between technology and the rural economy. But a closer examination of event records, participation patterns, and RTI disclosures raises a different question. Who shaped the AI4Agri agenda — and who was left out?
The three-day event at Mumbai’s Jio World Convention Centre brought together corporate technology firms, investors, government officials, and invited participants. It featured keynote sessions, partnership announcements, startup showcases, and panel discussions. What it did not visibly include, however, was structured participation from farmer organisations. There is no documented evidence in the records examined so far of representation from farmer producer organisations, grassroots collectives, or independent farmer bodies in the design or execution of the event. Nor is there a publicly available framework explaining how participants — particularly “knowledge partners,” “platinum sponsors,” or startup exhibitors — were selected.
This absence becomes significant when viewed alongside the scale of public expenditure. According to RTI documents, the event cost over ₹5.01 crore. That includes venue costs, hospitality, advertising, and operational expenses. It was, in every sense, a state-backed platform. Yet, the process through which private entities gained visibility within that platform remains unclear. Event materials and branding records suggest that corporate participation played a central role in shaping the summit’s structure. From keynote slots to exhibition space and knowledge partnerships, visibility appears to have been linked to participation by private firms. What is not evident from the documents is whether these opportunities were allocated through an open, competitive process or through direct selection.
The absence of such clarity does not imply wrongdoing. But it does raise a question of transparency. Were invitations issued through an open call? Was there a screening or evaluation process? Did any participating firms have prior engagement with government programmes under the AI or agriculture policy framework? Were any safeguards in place to prevent conflicts of interest?
The documents reviewed under RTI do not provide answers to these questions. The broader concern is structural. When a publicly funded platform is used to convene private players in a high-visibility setting, the process of selection and representation becomes as important as the event itself. Without a transparent framework, the risk is not necessarily misuse — but imbalance. This imbalance becomes sharper when placed against the absence of farmer participation.
If the objective of AI4Agri 2026 was to bring technology to agriculture, then the primary stakeholder is the farmer. Yet, there is no documented evidence of farmer organisations shaping discussions, influencing outcomes, or participating in decision-making processes within the event. This disconnect is not about optics. It is about design. A policy ecosystem that aims to deploy AI in agriculture requires input from those who will ultimately use or be affected by that technology. Without that input, there is a risk that solutions are developed in isolation from ground realities.
Six months after the event, this concern takes on added weight. As reported in earlier parts of this series, no district-level confirmation of AI tools linked to AI4Agri 2026 has been established. The MoUs signed at the event were non-binding and non-commercial. Implementation remains unverified. This raises a larger question. Was AI4Agri 2026 designed as a platform for farmer-centric innovation — or as a showcase event built around institutional and corporate participation?
The distinction matters, because it defines outcomes. A farmer-centric model would begin with field-level needs, build solutions around them, and measure success through adoption and impact. A showcase model, by contrast, is defined by announcements, partnerships, and visibility. The documents do not provide a definitive answer. But they do indicate which elements were present — and which were missing.
TheNews21 has sought clarification from the Maharashtra Agriculture Department on the process used to select partners, speakers, and participants for the event, and whether any formal framework existed to ensure representation from farmer organisations. No response has been received at the time of publication. Public expenditure creates public obligation. When ₹5 crore is spent on an event in the name of farmers, the expectation is not only that the outcomes reach them, but that they are part of the process that shapes those outcomes.
In the case of AI4Agri 2026, that expectation remains unanswered.
(This is Part 4 of the AI4Agri Files series. The final part will examine ground-level realities across six districts to assess whether any benefit from the summit has reached farmers.)
