Human capital management firms are shifting AI deployments behind corporate firewalls to protect sensitive employee data. This move prioritizes data sovereignty over the convenience of public cloud models. Enterprise leaders now favor isolated environments to maintain trust. Practitioners must pivot toward private infrastructure to ensure compliance with strict privacy mandates.