Private & On-Premise
One Agentic AI can run privately inside your infrastructure, keeping configurations, logs, architecture information, and operational data under your control.
Your data stays yours.
IMESH One Agentic AI is a private AI-powered platform that helps enterprises implement, manage, secure, monitor, troubleshoot, optimize, and upgrade their entire cloud-native infrastructure.
From service mesh and API gateways to AI gateways and Kubernetes networking, One Agentic AI brings expert automation for Istio, Envoy Gateway, Envoy AI Gateway, and Cilium CNI into one platform.
One Agent. One Platform. One Place to Manage Your Cloud-Native Stack.
Istio and Envoy is used by
Enterprise Cloud-Native Infrastructure, Managed by One AI Agent
Managing cloud-native infrastructure requires specialized expertise across networking, security, observability, AI infrastructure, and Kubernetes. One Agentic AI brings these capabilities together so your teams can move from manual engineering to AI-assisted infrastructure operations.
One Agentic AI can run privately inside your infrastructure, keeping configurations, logs, architecture information, and operational data under your control.
Your data stays yours.
Designed to minimize unnecessary AI token consumption through efficient task execution and targeted context retrieval — without sending every operational task to large external models.
More infrastructure work. Less token spend.
Stop switching between tools, dashboards, documentation, and specialists. One Agentic AI works across Istio, Envoy Gateway, Envoy AI Gateway, and Cilium CNI through a single AI interface.
One agent. Multiple platforms.
One Agentic AI assists throughout the infrastructure lifecycle — from architecture and implementation to security, monitoring, troubleshooting, optimization, and upgrades.
Build it. Secure it. Operate it. Evolve it.
One AI Agent for Your Cloud-Native Stack
One Agentic AI brings together the technologies that form the foundation of modern cloud-native infrastructure.
Simplify Service Mesh Operations
Deploy and manage Istio without requiring your engineering teams to become service-mesh specialists. One Agentic AI assists with architecture design, configuration, traffic management, security policies, observability, troubleshooting, and upgrades across Istio environments.
Outcome: A production-ready Istio environment with less operational complexity.
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Modernize API Traffic Management
Deploy and operate Envoy Gateway as a scalable, Kubernetes-native API gateway without the complexity of traditional API management platforms. One Agentic AI helps teams design gateway architectures, configure routing and policies, troubleshoot traffic issues, monitor performance, and manage upgrades.
Outcome: High-performance API infrastructure that is easier to operate and evolve.
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Build and Operate Enterprise AI Infrastructure
As organizations move AI workloads into production, managing models, providers, routing, security, and cost becomes increasingly complex. One Agentic AI provides AI-assisted operations for Envoy AI Gateway, helping teams build a reliable and governed AI traffic layer.
Outcome: Reliable, secure, and cost-efficient AI infrastructure for production workloads.
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Simplify Kubernetes Networking
Manage Kubernetes networking and security with Cilium through one AI-powered operational layer. One Agentic AI assists with CNI implementation, networking configuration, security policies, observability, troubleshooting, optimization, and lifecycle management.
Outcome: Secure, observable, and reliable Kubernetes networking.
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From Design to Upgrade — One Continuous Infrastructure Lifecycle
One Agentic AI supports your cloud-native infrastructure across its entire operational lifecycle.
Understand your environment and recommend the right architecture, configuration, and deployment approach.
Generate configurations, guide implementation, integrate components, and help teams deploy production-ready infrastructure.
Identify security gaps and help implement authentication, authorization, encryption, policies, and governance.
Connect infrastructure with observability platforms and analyze traffic, performance, health, and operational signals.
Investigate incidents, analyze configurations and logs, identify root causes, and guide teams toward resolution.
Plan upgrades, validate compatibility, identify potential risks, and guide teams through version transitions.
One Agentic AI brings the entire lifecycle into one intelligent operational workflow.
Replace Fragmented Infrastructure Operations with One Intelligent Platform
Less complexity. More control. Faster operations.
Private AI. Enterprise Control.
One Agentic AI is designed for organizations that cannot compromise on infrastructure security, data control, or operational reliability.
Keep infrastructure data within your environment.
Apply your organization's security and access controls.
Built around modern Kubernetes networking and infrastructure technologies.
Work with open technologies without unnecessary platform lock-in.
Manage infrastructure from initial implementation through upgrades.
Accelerate engineering workflows with intelligent infrastructure assistance.
How One Agentic AI Fits Into Your Existing Setup
General-purpose SRE agents are built to cover broad infrastructure, so they reason about your network from generic training data. One Agentic AI's models are fine-tuned specifically for cloud-native networking cases, which means it treats mesh configuration, gateway routing and CNI policy as first-class concepts rather than as generic YAML.
It also goes further than answering questions. One Agentic AI helps you operate the stack, writing the configuration and logic your environment needs, and handling lifecycle management from implementation through upgrades.
General-purpose assistants are useful, but every question means copying logs, configurations and topology into a third-party service, and paying tokens again for context you re-send in each new session.
One Agentic AI runs as an on-premise deployment inside your own network, so private operational data never leaves your perimeter. Because it retrieves only the context a task actually needs, you don't burn tokens pasting full logs into a large external model. Your data, your model, your privacy. With faster MTTD.
You stay in control. One Agentic AI investigates, explains what it found and proposes the configuration change, but applying that change remains a step your team approves. It works inside your organization's existing security and access controls rather than around them.
One Agentic AI works across Istio service mesh, Envoy Gateway, Envoy AI Gateway and Cilium CNI, all through a single interface, so teams stop switching between separate tools and dashboards for each layer.
All four are open-source projects. You get AI-assisted operations on top of the technologies you already run, without adopting a proprietary data plane or accepting unnecessary platform lock-in.
No. That is much of the point. One Agentic AI is designed so teams can deploy and operate these technologies without first turning every engineer into a service-mesh or eBPF specialist. It handles the specialist detail: architecture decisions, policy configuration, traffic rules and upgrade planning.
The practical effect is that resolving an issue no longer depends on the handful of people who can read a mesh configuration from memory.
Bring your cloud-native infrastructure under one intelligent operational layer. Istio. Envoy Gateway. Envoy AI Gateway. Cilium.
