81% of developers say AI-generated code has introduced new vulnerabilities.

Application of custom rules to automated code review tools to catch issues unique to AI-generated code increased by 10%.

68% of organizations in North America and Europe at companies with at least 1,000 employees lack full visibility or governance over AI-generated code contributions (2026).

Only 24% of organizations have adopted comprehensive strategies to secure AI-generated code.

78% of organizations believe that AI increases productivity.

30% of organizations state that AI now creates the majority of code in their organizations.

100% of organizations confirmed having AI-generated code in their codebases.

97% of organizations are using or piloting AI coding assistants.

79% of organizations believe that AI improves code quality.

72% of organizations believe that AI leads to faster time to market.

81% of organizations lack full visibility into how and where AI is being used across the software development lifecycle.