VentureBeat Research surveyed enterprises across five control layers for AI agents in June and found that 57 to 68% plan to switch or add vendors within 12 months to retrofit governance. Roughly a third plan to make these moves within the quarter. The five control layers measured are identity (which agent can do what), evaluation (whether work is good), cost telemetry (tracking agent costs), context layer (supplying business data), and orchestration.
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