Farmers Business Network (FBN), which describes itself as a digital farmer-to-farmer network and marketplace, said in a release datelined San Francisco on 29 September 2026 that it is partnering with Google AI Futures Fund (AIFF) to speed development of what it calls agriculture’s first “AI Context Engine” for farmers, according to an FBN release.

FBN says the engine is designed as an operating platform for future agentic tools on family farms. It would let task-specific AI agents work from an integrated view of a farm’s agronomic, financial, equipment and operational attributes, set against wider environmental and market conditions, with commercial actions that can be executed on FBN’s own platform. FBN says most AI tools today give farmers localised advice on specific parts of their operation but cannot combine operational, market and environmental factors. It plans to roll out early versions for farmers this autumn.

What Google brings

Under the partnership, Google will give FBN early access to frontier models and expertise in model development, and FBN will work with Google to evaluate advanced models against complex agricultural reasoning tasks. The release does not disclose financial terms or say whether AIFF is investing capital in FBN as part of the deal. The release describes AIFF as offering early access to Google DeepMind models, capital, distribution and mentorship to the companies it backs.

Software isn’t the bottleneck anymore, securing rich farm context is.

Diego Casanello, CEO, FBN

Casanello said the engine will support FBN’s AI system, Norm, and in future third-party developers, while keeping farmers in full control of their data. FBN launched its Norm AI Ag Advisor in 2023. The company says Norm now serves its 140,000+ members, giving tailored insights on subjects from crop protection and seed selection to equipment maintenance.

FBN has established a decade of trust with hundreds of thousands of farmers in the US and Canada, and has been on the forefront of deploying AI in ag.

Jonathan Silber, Co-Founder and Director, AI Futures Fund

Who sees the data

In an interview with AgFunderNews published on 30 September, FBN co-founder and chief marketing officer Charles Baron said Google will not have access to farms’ data and that FBN remains the custodian of farmer information. According to the report, individual farm data is not visible to other members and is shared only in aggregate, unless a grower opts in to assign verified practice data to a supply chain contract for a sustainability premium. AgFunderNews also reported that FBN previewed the concept at its Farmer to Farmer event in 2025 and that Google Ventures has backed FBN for several years.

FBN did not say when third-party developers will get access, what the engine will cost farmers or whether it will be offered outside the United States and Canada.

TAD’s reading

  • For input makers and distributors: An AI agent that can act on a marketplace moves influence over product choice towards whoever holds the farm’s combined data. Manufacturers selling through such platforms will want clarity on how recommendations are ranked and what data they can see.
  • For Indian and UK platforms: Input marketplaces, farm management software and FPO tools in both countries face the same problem FBN describes: advice tools that do not talk to each other. FBN’s model of aggregate-only sharing, with opt-in release for supply chain premiums, is a template farmer groups and regulators are likely to examine.
  • For investors: The deal tests whether frontier model makers prefer to supply vertical farm platforms rather than build farm tools themselves. With no terms disclosed, the economics for FBN are not yet clear.