Why AI Agents Need Least Privilege Too, And How To Enforce It Automatically
Security Boulevard, Friday, April 24th, 2026
AI agents require least privilege access controls to mitigate security risks from overprivileged cloud identities.
AI systems expand an organization's API footprint by triggering chains of API calls across multiple systems, but many of these APIs remain undocumented and invisible to security teams.
Shadow APIs' real, functioning endpoints existing outside official visibility pose a major security risk, with 43% of exploited vulnerabilities listed in CISA's catalog involving APIs that attackers actively exploit.
Traditional security tools like Web Application Firewalls often miss these hidden endpoints, leaving organizations vulnerable to business logic attacks that abuse legitimate API functionality. Without continuous shadow API discovery to map all layers of AI integrations, including model providers, downstream services, and infrastructure APIs, security teams cannot effectively measure or manage the true attack surface created by AI adoption.