Almost any firm that calls itself an agentic AI development company can put a slick demo in front of you within two weeks. Getting that same agent to run in production, reliably, half a year later, is a completely different sport.
The data says so plainly. In McKinsey's State of AI report published in late 2025, 23 percent of organizations said they were scaling an agentic AI system somewhere...