Enterprises Confront the AI Agent Scaling Gap in 2026

AI industry has a dirty secret. While nearly two-thirds of organizations are experimenting with AI agents, fewer than one in four have successfully scaled them beyond pilot programs. McKinsey’s latest analysis reveals that high-performing organizations are three times more likely to succeed not because they have better models.