I keep seeing the same thing: companies run successful AI agent pilots, then production deployment stalls. Pilots jumped from 37% to 65% in one quarter. Production deployment? Still stuck at 11%. MIT found only 5% of custom enterprise AI tools actually make it to production.
Look at what's breaking. Apple delayed Siri features. Amazon stripped down Alexa+. Salesforce's Einstein hits data silos. The pattern isn't about AI capability. Eighty percent of enterprises can't connect their systems. Legacy infrastructure wasn't built for autonomous agents.
The companies getting agents into production? They redesigned workflows first. McKinsey found they're twice as likely to see real ROI. This is an infrastructure problem that happens to involve AI, not an AI problem that needs infrastructure.