ISO 31000:2018, 5.3 applies with nothing AI-specific added: integration begins with understanding how the organization is structured and what surrounds it, risk is handled throughout that structure, each person has a part in it, and governance and leadership determine how deeply AI risk management shapes decisions.
This control maps to 8 controls across 1 other frameworks. If you already hold one of them, the evidence you collected for it is the starting point here rather than new work.
Every mapping shown was judged rather than inferred from wording similarity, and the ones that failed review are published too. See the coverage reports and what was rejected.
The graph holds this control, the 8 it maps to, and the evidence behind each claim, over MCP and REST.