One startup said it cut cyberattack containment time from seven hours to twelve minutes. See four other approaches to running AI agents safely at scale.

AI agents promise greater productivity, but experts say organisations must strengthen their data, cybersecurity and governance foundations before scaling adoption.

In dynamic environments where users, data, workflows and attack techniques change continuously after deployment, AI agent trust has become a runtime problem. Most organizations…