# ISO/IEC 42001: What Engineering Leaders Need to Know About the AI Management System Standard

> Source: <https://blog.codacy.com/iso/iec-42001-what-engineering-leaders-need-to-know-about-the-ai-management-system-standard>
> Published: 2026-06-12 20:34:54+00:00

AI is embedded in your engineering organization in ways you might not fully see: coding assistants, at [91% adoption](https://getdx.com/blog/ai-assisted-engineering-q4-impact-report-2025/) across engineering organizations, generating pull requests, SDKs calling external models, MCP servers configured in developer environments, API keys scattered across repositories. The governance question is now whether you can prove you're managing it responsibly when auditors, enterprise buyers, or regulators ask.