As Enterprise Risk Rises, AI Agent Control Is Cast as Critical Infrastructure

Why It Matters

Unmanaged AI agents could become the dominant vector for cyber threats, forcing organizations to embed security controls at the infrastructure level. This shift accelerates the need for industry‑wide standards on AI governance.

Key Takeaways

• AI agents increase enterprise attack surface.
• Half of attacks expected from AI agents within year.
• Rubrik provides real‑time control layer for AI agents.
• Agent Rewind rolls back malicious AI actions to clean state.
• Governance treats AI agents as critical infrastructure.

Pulse Analysis

The surge in AI‑driven workloads is reshaping enterprise IT landscapes, but it also introduces a new class of risk. Unlike traditional software, autonomous agents can act independently, creating shadow identities that expand the attack surface and complicate incident response. As boards recognize AI agents as critical infrastructure, they are demanding visibility, auditable policies, and built‑in resilience to protect core business processes from unintended or malicious behavior.

Rubrik’s latest research underscores the urgency, projecting that within twelve months half of all cyber incidents will involve agentic AI. To counter this, the company has introduced a dedicated control layer that operates continuously in production, capturing granular logs and enforcing policy in real time. Its flagship Agent Rewind capability adds a safety net, allowing organizations to roll back any AI‑initiated action to a known clean state, thereby reducing dwell time and limiting potential damage. These tools reflect a broader industry move toward "secure‑by‑design" AI architectures that embed governance directly into the deployment pipeline.

Looking ahead, the convergence of AI governance and traditional cybersecurity will likely drive new regulatory frameworks and best‑practice standards. Enterprises that adopt proactive control mechanisms now will not only mitigate immediate threats but also position themselves for smoother compliance as governments codify AI‑agent oversight. Building resilient AI ecosystems will become a competitive differentiator, enabling firms to harness innovation while safeguarding data integrity and operational continuity.