Sunday, November 2, 2025

Deploying agentic AI with safety and security: A playbook for technology leaders - McKinsey

Autonomous AI agents present a new world of opportunity—and an array of novel and complex risks and vulnerabilities that require attention and action now. While agentic AI has the potential to deliver immense value, the technology also presents an array of new risks—introducing vulnerabilities that could disrupt operations, compromise sensitive data, or erode customer trust. Not only do AI agents provide new external entry points for would-be attackers, but because they are able to make decisions without human oversight, they also introduce novel internal risks. In cybersecurity terms, you might think of AI agents as “digital insiders”—entities that operate within systems with varying levels of privilege and authority. Just like their human counterparts, these digital insiders can cause harm unintentionally, through poor alignment, or deliberately if they become compromised. Already, 80 percent of organizations say they have encountered risky behaviors from AI agents, including improper data exposure and access to systems without authorization.3