Solo.io has introduced Kagent Enterprise, a platform designed to help enterprises move beyond pilot projects and scale AI agent deployments in production. The system builds on Kubernetes but focuses specifically on the challenges that arise when organizations attempt to run agentic applications at scale, including security, observability, and governance.
Kubernetes already provides a strong foundation for modern workloads, but it does not address the contextual requirements of large language models and agent frameworks. Kagent Enterprise aims to bridge this divide by adding context-aware networking and on-the-fly functionalities to Kubernetes. This enables teams to manage interactions between agents, tools, and LLMs with more transparency and control.
Idit Levine, founder and CEO of Solo.io, pointed out that companies have challenges in implementation of agentic projects in production. She clarified that groups require fresh identities, guidelines, and failover frameworks not only to make AI agents dependable but also to gain the trust of users. By extending Kubernetes into an “agent-aware” system, Kagent Enterprise offers that missing layer.
The platform includes three integrated components. The networking layer brings the data plane named Agentgateway that allows the connectivity of agents via such protocols as MCP and A2A regardless of the different environments. The runtime layer changes the operating system of Kubernetes to oversee the agent’s lifecycle and offer more detailed monitoring of the same and the tools they work with.
At last, the platform layer combines these features with the help of an AgentOps control panel that offers the teams a view of the interactions between the agents along with the availability of policy and other management controls.
Industry analysts view this as a critical development. Paul Nicholson, Research VP at IDC, said the complexity of enterprise AI workloads has quickly outgrown the limits of Kubernetes alone. He added that enterprises will need more resilient infrastructure as they accelerate AI adoption in the coming year.
Since its community launch earlier in 2025, Kagent has gained wide interest as a CNCF project. Kagent Enterprise represents its enterprise-ready counterpart, built to help organizations scale agentic workloads with the reliability of cloud-native infrastructure.
