Why Agentic A.I. Deployments Are Failing Before They Scale

Agentic A.I. is no longer a technology on the horizon. It is being deployed today in live enterprise environments, with real operational consequences. In 2026, the conversation in most boardrooms has already shifted from “should we pay attention to this?” to “how do we move safely and most effectively?”

The vendor landscape is not making these questions easier to answer. Incumbent software companies—the platforms already embedded in enterprise architecture—are racing to layer agentic capabilities onto their existing suites...