A decade ago, most executives treated artificial intelligence as a research curiosity buried inside university labs and a handful of technology giants. That has changed faster than almost anyone predicted.

In 2023, most companies were still arguing over chatbot scripts. By 2026, Gartner expects 40% of enterprise applications to carry task-specific agents that plan, act, and course-correct on their own,