#risk-and-compliance

#risk-and-compliance

Forty percent of organizations may demote or decommission AI agents due to governance failures caused by applying uniform controls without accounting for autonomy and access scope.

Security teams must be involved early in the software development lifecycle to prevent reactive, afterthought security failures as AI use cases move to production.