The $17M Business Case for AI Security

Why inference-layer protection isn’t just a security imperative, it’s a business one.

As enterprises accelerate GenAI adoption, security teams are being tasked with protecting systems they didn’t design and can’t fully monitor—especially at inference, where real decisions (and risks) happen. Most traditional tools aren’t built to secure this layer.

This report breaks down the business case for inference-layer security with clear, quantifiable ROI. Backed by real-world data and enterprise benchmarks, it shows how organizations are:

• Avoiding regulatory fines up to €35M

• Preventing AI-related breaches costing $4.45M on average

• Saving $2.2M through automated red-teaming

• Realizing up to $17.8M in annual value from AI security investments

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