Why AI hasn't disrupted your job yet—and what comes next

AI's biggest impact won't come from faster tools—it'll come when organizations redesign entire workflows around machine judgment, automated machine-to-machine transactions, and continuous auditing. That transition requires trust infrastructure, interoperable data, and economic incentives favoring system-wide change over incremental gains. Without deliberate choices by leaders now, the agentic future defaults to outcomes nobody chose.