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Arize AX is a highly scalable and flexible platform built to meet the demands of both small teams and large enterprises. Use this documentation to install, operate, and troubleshoot Arize AX in your own environment.
  • Portable — Built with a Kubernetes-first approach and deployable across all major cloud providers and private cloud environments.
  • Resilient — Ensures data durability through persistent cloud storage, with cloud-based replication across multiple regions.
  • Scalable — Designed for growth, allowing teams to scale individual components independently and adapt to evolving organizational needs.

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Where to go next

Architecture

Components, storage, and how self-hosted Arize AX fits in your network.

Getting Started

Operator, Helm, and how an install is structured end to end.

Prerequisites

Cluster sizing, node pools, tools, and what to prepare before install.

FAQ

Common questions: JWT, allowlists, offline docs, and where schemas live.

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Install by platform

Pick the guide for your environment.

Google Cloud (GKE)

Install on GCP Kubernetes.

Amazon Web Services

Install on AWS Kubernetes.

Microsoft Azure

Install on AKS or Azure Kubernetes.

OpenShift

Install on Red Hat OpenShift.

Single host

One VM with k3s, Helm, S3-compatible object storage, and Traefik for development and testing (not for production).

Rancher

Rancher-managed Kubernetes on cloud, private cloud, or bare metal: cluster prep, install, ingress, validate.
Also: Releases, SDK usage, Integrations.