Effective enterprise agents require governed autonomy, data/context integrations, and elastic compute for accuracy, resilience and reliability. However, their dynamic nature conflicts with the need for enterprise control. Organizations want agent efficiency but are challenged by the governance, access, audit, and consistent configurations that help mitigate autonomy risks.