Private & On-Premise
ARIA runs privately inside your environment, keeping configurations, logs, architecture information, and operational data under your control.
Your data stays yours.
From implementation to troubleshooting to upgrades, ARIA intelligently operates your cloud-native stack.
Istio · Envoy Gateway · Envoy AI Gateway · Cilium
Private AI. Expert automation. One platform.
Istio and Envoy is used by
Enterprise Cloud-Native Infrastructure, Intelligently Automated
Managing cloud-native infrastructure requires expertise across networking, security, observability, AI infrastructure, and Kubernetes. IMESH ARIA unifies these capabilities in an intelligent platform, helping teams move from manual engineering to AI-assisted infrastructure operations.
ARIA runs privately inside your environment, keeping configurations, logs, architecture information, and operational data under your control.
Your data stays yours.
ARIA reduces unnecessary AI token consumption through efficient task execution and targeted context retrieval.
More infrastructure work. Less token spend.
Bring infrastructure context, domain expertise, and automation together for Istio, Envoy Gateway, Envoy AI Gateway, and Cilium CNI in one unified platform.
One platform. Full-stack infrastructure intelligence.
ARIA supports the entire infrastructure lifecycle, from architecture and implementation to security, monitoring, troubleshooting, optimization, and upgrades.
Build it. Secure it. Operate it. Evolve it.
Your AI Engineer for the Cloud-Native Stack
IMESH ARIA brings together the technologies that form the foundation of modern cloud-native infrastructure.
AI-Powered Service Mesh Operations
ARIA understands your Istio environment to help diagnose, troubleshoot, and optimize service mesh operations.
Outcome: Faster troubleshooting. Reliable service mesh operations.
Intelligent API Gateway Operations
ARIA provides contextual intelligence to monitor, troubleshoot, and optimize Envoy Gateway.
Outcome: High-performance API infrastructure that's easier to operate.
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Intelligent AI Traffic Operations
ARIA brings operational intelligence to your AI gateway—helping manage models, providers, routing, security, and costs.
Outcome: Reliable, secure, cost-efficient AI infrastructure.
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AI-Powered Kubernetes Networking
ARIA provides visibility and intelligence across Cilium networking and security.
Outcome: Secure, observable, high-performance Kubernetes networking.
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From Design to Upgrade — One Continuous Infrastructure Lifecycle
IMESH ARIA 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.
IMESH ARIA 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.
IMESH ARIA 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 IMESH ARIA 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. IMESH ARIA'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. IMESH ARIA 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.
IMESH ARIA 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. IMESH ARIA 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.
IMESH ARIA 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. IMESH ARIA 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.
