Cloud & Application Security

Cloud and application security protect the software and infrastructure that modern organizations run on — cloud environments, the applications deployed in them, and the code those applications are built from. As everything moved to the cloud and software shipped faster, the attack surface exploded: thousands of cloud resources, constant configuration changes, and code written partly by AI. Securing it manually is impossible at that scale, which is where AI-driven security comes in.

AI now scans entire cloud environments for misconfigurations and vulnerabilities, prioritizes the risks that actually matter based on real exposure, and analyzes source code to catch security flaws before they ship. As AI writes more of the code, AI-driven security review becomes essential to catch the vulnerabilities that AI-generated code can introduce. The work shifts from manual audits and chasing every alert toward overseeing AI that finds and prioritizes risk across a vast surface.

Wiz leads AI-driven cloud security, scanning cloud environments to find and prioritize the risks most likely to lead to a breach. Codex Security brings AI to application and code security, catching vulnerabilities in source code, and Ocean adds AI-driven security analysis to the stack. The assistants Claude and ChatGPT help security engineers analyze code, understand vulnerabilities, and write fixes.

AI is making it possible to secure cloud and application environments at a scale and speed that manual review never could, finding the needle-in-a-haystack misconfiguration or code flaw before an attacker does. The valued work shifts from manual auditing toward interpreting AI-prioritized risk and fixing what matters most, raising the premium on engineers who understand both security and how AI assesses it. There is an irony at the core of the field: AI is now writing a large share of code, which can introduce vulnerabilities, while AI is also the tool catching them — the same technology on both sides. As software and cloud scale faster than humans can secure them by hand, AI-driven security is becoming indispensable.