Brakes While Driving

VentureBeat surveyed 573 enterprise leaders last month and found what anyone running agents already knew. Most companies deployed first and governed later. Seventy-one percent said a quarter or fewer of their agents can actually finish multi-step tasks without a human stepping in. The rest are chatbots with a new title.

The failures are not model failures. Fifty-seven percent of enterprises traced a confidently wrong agent answer to their own data — missing documents, stale definitions, inconsistent metrics. The agent did exactly what it was told. The data underneath was nobody’s responsibility.

Five control layers keep showing up: identity, evaluation, cost telemetry, context governance, orchestration. None of them are model problems. All of them are ownership problems. Sixty-nine percent of companies share credentials across agents. The ones that stopped and scoped each identity cut security incidents by a third.

Across all five layers, more than half of enterprises plan to switch or add vendors in the next year. A third plan to move this quarter. They are installing brakes at highway speed because nobody required brakes before the car shipped.

The organizations pulling ahead are not asking which model is best. They are asking who owns the controls. That is a single question with five answers, and most companies have not assigned any of them yet.