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

In the rapidly evolving landscape of artificial intelligence (AI), where AI agents are becoming integral to business operations, a critical question emerges: How can we secure these agents before they potentially expose us? This is a pressing concern for companies worldwide, as highlighted by Global Micro's JJ Milner in his recent ITWeb TV Biz appearance. The issue is not just about protecting data; it's about maintaining control and visibility in an era where AI is transforming the stakes.

The AI Visibility Challenge

As AI agents proliferate, security teams are grappling with a loss of visibility. During incidents, companies often struggle to answer fundamental questions: Who did what, when, and did our controls work? This challenge is universal, as Milner points out, with boards fearing falling behind competitors and security teams worried about losing control. The tension is palpable, and it's a problem that demands a nuanced approach.

The Shift in Security Advice

Historically, the advice has been to lock AI down, keeping it tightly constrained within controlled use cases and environments. However, Milner argues that this approach is no longer sufficient. Instead, companies should create safe spaces for experimentation, with guardrails narrow enough to contain mistakes while building what he calls 'AI muscle memory'. This shift in perspective is crucial, as it acknowledges the need for flexibility and adaptability in the face of rapid technological change.

The Role of Identity in AI Security

At the heart of this conversation is identity. An AI agent, Milner likens to an intern with a PhD who arrives late for meetings and has zero emotional intelligence. Just as a business wouldn't hand an intern unrestricted access, AI agents need their own registered identity separate from the user invoking them. Permissions must be scoped to specific functions, ensuring that AI agents operate within well-defined boundaries.

The Need for Audit Readiness

Milner emphasizes the importance of being audit ready every day, pulling evidence continuously and tightening the net incrementally. This approach is critical in the era of AI, as departments scramble before audits to produce evidence of strong security and compliance while steering auditors away from weak spots. The fix, he argues, is to embed security controls and parameters that allow for high levels of awareness and security, ensuring that companies are genuinely prepared for audits.

The Three Vectors for AI Security

Global Micro Solutions, focused on developing and proving controls that work, relies on the Center for Internet Security benchmarks layered across operating systems, identity, and cloud platforms. While AI-specific benchmarks don't exist yet, companies can embed their own security controls and parameters. Milner identifies three vectors that should remain a priority: reframing IT from a cost center to an enabler, stopping compliance theater, and recognizing that the security stakes have already been raised. These vectors are essential for organizations to benefit from AI while maintaining control and visibility.

The Broader Implications

The implications of this discussion are far-reaching. It raises a deeper question about the balance between innovation and security. In my opinion, the key lies in creating a culture of continuous improvement, where companies are not just reacting to threats but proactively building resilience. This requires a shift in mindset, from viewing security as a burden to seeing it as a competitive advantage. It's about embracing the opportunity that AI presents while ensuring that we don't lose sight of the risks.

The Takeaway

In conclusion, securing AI agents is not just a technical challenge but a strategic imperative. It requires a nuanced approach that balances innovation with security, and it demands a commitment to continuous improvement. As AI continues to evolve, so must our strategies for securing it. The future of AI security lies in our ability to adapt, innovate, and maintain control, ensuring that we don't expose ourselves to unnecessary risks. Personally, I believe that the key to success lies in creating a culture of security consciousness, where every stakeholder understands the importance of their role in protecting our digital assets.

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