Summary
A VentureBeat Research study reveals that enterprises deployed AI agents without adequate governance controls, leading to retrofitting efforts and budget allocations for new vendors. The research highlights issues across five control layers: identity, evaluation, cost telemetry, context layer, and orchestration, with many companies planning to switch or add vendors within 12 months.