Earth observation technology is revolutionizing AgTech, enabling precision agriculture and automated supply chain monitoring. However, reliance on satellite imagery creates a “ground truth gap,” risking false positives and supplier exclusion. Companies must prioritize human insights, establish accurate baselines, implement alert response protocols, and invest in localized partnerships to ensure accountability and effective environmental protection in supply chains.