At Vinebrook Technology, we see it every day: organizations adopting AI faster than ever, yet struggling to extract meaningful, long-term value from it. We are past asking whether artificial intelligence belongs in modern IT environments. As organizations look toward 2026, a more consequential question has emerged: What role is AI actually playing within the enterprise? Is AI deployed as a standalone tool, used by a single team to solve a narrowly defined problem? Or is it ev