Thoughts from the World Ag Expo

Thoughts from the World Ag Expo

Farmers Are Already Building Their Own Tools. The Implications for Agtech Are Unambiguous.

The 2025 World Ag Expo surfaced two signals every agricultural software company needs to take seriously: growers are already assembling their own operational tools using agentic AI, and autonomous hardware is arriving faster than the software layer has planned for. Any platform that doesn't meet operators at the level of sophistication they're already operating at will lose the room and the market.

Three days at Booth 1119 in Pavilion A confirmed what we'd been hearing in scattered conversations for the better part of a year: the gap between what farmers are capable of and what most farm software assumes about them is widening fast, and not in the direction vendors would prefer.

Growers don't come to the World Ag Expo to be sold. They come to evaluate. And the most telling conversations weren't about features. They were about workflows operators had already assembled themselves. Point solutions built in an afternoon. Voice memos fed into LLMs. Spreadsheets with custom GPT integrations. Automations that would have required a developer six months ago. Farmers managing thousands of acres in California specialty crops are now constructing their own operational context capture, imperfectly but with real intent.

Underestimating that resourcefulness is a death sentence for an agtech company.

The mandate this creates is clear. Either build platforms that amplify what sophisticated operators are already constructing, or build systems so well-architected and deeply integrated that they can respond to evolving needs at speed. There is no third option. The era of selling farmers a workflow they didn't design is over.

Numanac was built against exactly this backdrop. Alma doesn't replace a grower's judgment. It captures the operational context that makes judgment portable, reviewable, and structurally useful across a season and across a team. That's a different value proposition than compliance documentation, and it's the one that earns a place in a stack that a PCA or farm manager is already curating with intention.

The second signal came from RESERVOIR. The hardware companies there are not on a five-year timeline. Autonomous sprayers, scouts, and soil sensors are moving into commercial deployment in California specialty crops faster than most software platforms have planned for. The platforms that matter will be the ones that can ingest operational data from autonomous hardware sources, not just human voice inputs. We're tracking this closely. More soon.

Thank you to everyone who stopped by: the growers, advisors, and enterprise representatives who gave Numanac a chance. These conversations are the work.

-Daniel

On the Road

Steven Barra and Don York opened the door to introduce Numanac to CUMULUS MEDIA and KMJ during the show, a meaningful entry point into agricultural media reach across the Central Valley. Separately, Danny Bernstein, Ricky Stephens, and Matthew Hoffman, PhD hosted the RESERVOIR Gathering of Friends in Tulare, putting Numanac in direct conversation with the hardware side of the industry at exactly the right moment.

Numanac is the first voice-first farm management platform. Its AI copilot, Alma, captures field observations, agronomic decisions, and operational activity in real time: automatically structured, geolocated, and time-stamped at the moment of work. No configuration. No behavior change. Free to start at numanac.ai.