CSA & Google Cloud: The state of AI security and governance

The survey reveals a clear divide: organizations with established AI governance are accelerating adoption with confidence, while the rest are moving quickly but without the structures needed to manage emerging risk. As generative and agentic AI scale from pilots to production, the gap between governance “haves” and “have-nots” is becoming the strongest predictor of readiness. This year’s CSA–Google Cloud survey shows security leaders stepping into a defining moment—working to secure AI systems even as they begin using AI to strengthen security itself. The market is evolving at remarkable speed, and governance is emerging as the foundation that determines whether adoption advances responsibly or outpaces an organization’s ability to manage it.

CSA & Google Cloud: The state of AI security and governance

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