38% of AI Teams Cite Evaluation Debt as Primary Blocker

A new analysis reveals that 38% of AI teams struggle with evaluation debt, where offline test suites fail to catch production failures. Multi-agent systems compound the problem, with evaluation complexity growing exponentially. Teams often juggle four separate tools to monitor agent behavior, creating unglamorous plumbing that delays issue detection.