Ag-Specific AI Models

Aug 26th, 2026 | Tim Hammerich
https://www.aginfo.net/report/66170/Farm-of-the-Future/Ag-Specific-AI-Models

Many people in agriculture, business owners and employees alike have experimented with AI platforms like ChatGPT, Gemini and others. But to truly build a system that can serve your operation in an agricultural context, you may want to consider a partner that knows the industry, says SWARM Engineering CEO Shail Khiyara.

Khiyara… “ Swarm has been around for seven years. The focus of the company is around building AI models. So think about vertical specific models that really understand your domain in ag, whether it’s grain, fresh produce, protein. We build AI specific models that are trained to the ontology and the language of your specific business. So unlike horizontal solutions that many might be using out there, like ChatGPT and Gemini and Claude and Copilot, Swarm is vertical specific. So everything related to your business, your constraints, your variables within the business, whether it’s price, weather, other forms of volatility, logistics, commodity pricing, all of that can get modeled as a digital twin in this AI model, so you can run scenarios and you can make better decisions around your data.”

Khiyara says they have worked all along the agricultural value chain from the farm to the consumer.

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