AI is a powerful, multi-purpose technology that has the potential to hyperoptimize on-farm activities to a more precise level than ever to help farmers reduce costs, manage data, and increase productivity. Of the 30+ equipment and technologies being demonstrated and tested on EMILI’s Innovation Farms powered by AgExpert in 2026, a third involve AI.  By deploying technology in a fully-operational Manitoba farm setting, EMILI is able to validate what works and provide innovators with feedback on areas of improvement.  “Ground truthing the technology is critically important to ensure it is solving a problem for farmers and providing accurate data insights,” said Koroscil. “AI models don’t always get it right. Our team spends hours in the field counting weed populations, checking soil moisture levels, evaluating environmental conditions, and collecting agronomic measurements to provide boots-on-the-ground validation of what works and what doesn’t.” Evaluating AI-powered technology in p