Headlines alternate between massive AI investments and reports of failed deployments. The pattern is consistent across industries: seemingly promising AI projects that work well in testing environments struggle or fail when deployed in real-world conditions. Most Read from Fast Company It’s not insufficient computing power, inadequate talent, or immature algorithms. I’ve worked with over 250 enterprises deploying visual AI—from Fortune 10 manufacturers to emerging unicorns—and the pattern is unmistakable ...