This ensures autonomy under human supervision, empowering engineering and security teams to eliminate backlogs and secure the software development lifecycle without sacrificing speed.
What’s next: AI-native, agent-driven infrastructure
The foundation of your defender’s advantage starts with protecting your environments — not just from outside threats, but from internal risks like shadow AI and unauthorized agents. When employees download models and deploy agents outside of IT oversight, they create silent logic breaches and data-poisoning risks.
The key to countering this is enforcing Zero Trust for AI, and directing teams toward approved architectures with proper governance. Every AI conversation is a security conversation. That means securing AI infrastructure requires building from the ground up, and not bolting on.
At Google, security is not just an added layer; it is our foundation. Our secure-by-default architecture automatically blocks nearly 15 billion unwanted emails and protects billions of users every day.
As the threat landscape matures, outperforming automated adversaries requires a platform built from the ground up to be AI-native and agent-driven.
Fight AI with AI. Learn more about how to secure your software lifecycle with Google AI Threat Defense.






