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title What is Azure Native Arize AI Cloud Service?
description Access Azure Native Arize AI Cloud Service via Azure portal to develop, debug, and improve AI applications with enterprise quality using observability and evaluation tools.
author ProfessorKendrick
ms.author kkendrick
ms.topic overview
ms.date 08/06/2025

What is Azure Native Arize AI Cloud Service?

Azure Native Arize AI Cloud Service is a Software as a Service (SaaS) platform for AI observability and evaluation, jointly developed and managed by Microsoft and Arize AI as an Azure Native Integration. [!INCLUDE what-is]

What is it used for?

Azure Native Arize AI Cloud Service is used to monitor, debug, and optimize AI models and applications. Typical use cases include:

  • Tracking and analyzing AI model performance in production
  • Evaluating model outputs and prompt effectiveness
  • Managing and versioning prompts for generative AI applications
  • Integrating and querying trace data from Azure storage for observability
  • Supporting compliance and troubleshooting for enterprise AI deployments

Key Features

  • Seamless Onboarding: Integrate data into the Arize Ax platform with minimal setup.
  • Cloud Data Integration: Directly query trace data from Azure storage buckets.
  • Unified Billing: Manage all billing through your Azure subscription.
  • Single Sign-On: Access the service using your Azure credentials.
  • Resource Management: Provision and manage Arize AI resources from the Azure portal.

Subscribe

To subscribe to Azure Native Arize AI Cloud Service: You can subscribe to the service through the Azure Marketplace online store or through the Azure portal. Search for it by name: Arize AI Cloud Service.

[!INCLUDE subscribe]

Next step

[!div class="nextstepaction"] Create a resource