Embedded LLM's Enterprise AI Firewall

While AI adoption is accelerating, most enterprises are stuck in “pilot purgatory”. The inability to provide fast, governed access to approved tools forces employees toward unmanaged services, creating significant shadow AI risks and security vulnerabilities.

In complex hybrid cloud environments, fragmented tooling across various LLM providers and inference stacks makes it nearly impossible to enforce consistent policies. This lack of coordination leads to inefficient workload routing, inaccurate cost allocation, and stalled scalability.

This Embedded LLM and Red Hat partnership delivers a scalable, production-ready AI platform on Red Hat AI.

TokenVisor acts as the enterprise AI firewall and self-service access control plane, routing users and applications to approved external LLMs or self-hosted LLMs deployed on Red Hat AI while enforcing identity, budget, rate-limit, and guardrail policies.

JamAI Base provides a data-first operations layer for traceability, replay, and auditability, helping organisations improve AI safely across hybrid environments.

Red Hat AI is an AI-ready platform that provides a reliable, high performance, secured container platform.