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The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials

VentureBeat AI·July 23, 2026·1 min read

AI Summary

Over half of enterprises surveyed have experienced an AI agent security incident or near-miss, highlighting significant vulnerabilities in their systems. Most organizations still allow agents to share credentials and lack tailored security controls, with only a small fraction implementing scoped identities for agents.

From the source

Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents still share credentials; and only three in ten isolate their highest-risk agents. The security stack is overwhelmingly borrowed from the model providers and hyperscalers rather than purpose-built for agen

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