Sponsio provides a security layer for AI agents, offering deterministic guardrails to counter the probabilistic nature of LLM-based systems. It includes a policy engine for intent verification, runtime safety checks, and protection against prompt injection attacks. The framework integrates with the Model Context Protocol (MCP) and supports self-hosted deployment for enterprise use cases.