The Sovereign Context Layer for Enterprise AI acts as a self-hosted, secure context layer sitting between business systems and AI tools to de-silo data, enforce real-time permissions, and reduce token usage by up to 80%. It provides comprehensive security, full observability, and model-agnostic governance with zero data egress, ensuring that every search and agent request strictly mirrors source permissions and organizational identity.