AI Agents and Non-Human Identities Creating Critical Security Gaps, Report

Why It Matters

Unmanaged AI agents expose enterprises to data breaches and operational risk, making NHI governance a top priority for cybersecurity teams.

Key Takeaways

• 46% grant AI tools access to sensitive data
• 76% lack privileged‑access policies for NHIs
• Only 28% see all machine identities
• Over 40% faced incidents with AI agents
• Automated detection used by just 26% of firms

Pulse Analysis

The acceleration of AI‑driven automation has introduced a new class of digital actors—non‑human identities such as service accounts, API keys, and AI agents—that operate without human oversight. While these entities boost efficiency, they also expand the attack surface, especially when organizations treat them like ordinary user accounts. Industry analysts note that the rush to embed AI into core processes often outpaces the development of security frameworks, leaving gaps that threat actors can exploit.

Visibility and governance are the twin pillars missing from most enterprises’ security playbooks. Keeper Security’s survey shows only 28% of respondents can map every NHI across cloud, on‑premise, and SaaS environments, and 53% cite this lack of insight as their top risk. Without a comprehensive inventory, applying the principle of least privilege becomes impossible, resulting in 46% of firms granting AI tools unrestricted access to critical systems. The consequences are tangible: more than 40% of surveyed companies reported a breach involving machine credentials, yet merely 26% employ automated detection and response to monitor these assets.

Addressing the NHI challenge requires a unified platform that merges password management, secrets vaulting, and continuous monitoring. Vendors are beginning to offer integrated solutions that automatically discover, classify, and enforce policies for both human and non‑human identities. As regulatory bodies tighten requirements around data protection, organizations that adopt such holistic controls will not only reduce breach risk but also gain a competitive edge by demonstrating robust cyber‑resilience. The shift toward comprehensive NHI governance is poised to become a defining factor in enterprise security strategy over the next few years.