Organizations struggle with AI adoption due to insufficient control mechanisms rather than capability gaps. Establishing robust governance workflows is essential for creating traceable audit trails and safe rollback paths for automated systems. Failing to integrate these technical controls risks production errors and inability to recover from incidents.