AI Security: How to Protect Your Business from AI Agents (2026)

In today's rapidly evolving digital landscape, the rise of AI agents has presented both opportunities and challenges for businesses. The topic of AI security is a critical one, and it's fascinating to delve into the complexities surrounding it.

The AI Security Dilemma

As AI agents become more prevalent, a key question arises: how can we ensure their security without hindering innovation? JJ Milner, MD of Global Micro Solutions, highlights an intriguing tension. While boards are eager to embrace AI, security teams are grappling with visibility issues.

The problem, as Milner puts it, is that AI assistants can inadvertently access sensitive data through over-permissioned files or systems. This is a significant blind spot for many companies, and it's a challenge that needs urgent attention.

Creating Safe Spaces for AI Experimentation

Milner's approach to this dilemma is intriguing. He advocates for creating "safe spaces" for AI experimentation, where companies can build their "AI muscle memory" without the fear of immediate consequences. This strategy allows for controlled exploration, providing a learning curve for both the AI and the organization.

Identity and AI Agents

A key aspect of AI security, according to Milner, is treating AI agents like interns with advanced degrees. Just as you wouldn't give an intern unrestricted access, AI agents should have their own registered identity and permissions scoped to specific functions. This analogy is a brilliant way to simplify a complex issue, making it more relatable and understandable.

Compliance Theatre vs. Genuine Audit Readiness

One of the most thought-provoking points Milner makes is about the difference between compliance theatre and genuine audit readiness. Many organizations, he suggests, are more focused on steering auditors away from their weak spots than on actually strengthening their security measures.

This raises an important question: are we truly prepared for the security challenges posed by AI, or are we just going through the motions?

Prioritizing AI Security

Milner offers three vectors for organizations to prioritize: reframe IT as an enabler, get genuinely audit-ready, and recognize that the security stakes have been raised. By doing so, organizations can not only benefit from AI but also ensure they're meeting the new security challenges it presents.

Final Thoughts

The rise of AI agents presents an exciting opportunity for businesses, but it also comes with significant security risks. As we navigate this new landscape, it's crucial to strike a balance between innovation and security. Milner's insights provide a thought-provoking framework for organizations to consider as they embrace the AI revolution.

AI Security: How to Protect Your Business from AI Agents (2026)
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