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Azure AI Foundry Observability

Optimize and scale AI apps and agents with end-to-end monitoring, tracing, and evaluation.
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Overview

Accelerate AI development from pilot to production

  • Define responsible AI strategies early with governance tools and model leaderboards. Use the AI Red Teaming Agent to guide safe, compliant planning decisions.
  • Ensure app and agent quality from the start and speed up development with CI/CD-integrated continuous evaluation, real-time debugging, and traceable metrics.
  • Uncover issues before they impact operations with unified dashboards, live traffic monitoring, and full-stack observability to proactively detect drift and regressions.
Features

Boost AI performance, reliability, and safety

Continuous evaluation

Automatically assess and improve agent performance at every development stage with confidence-backed metrics and statistical validation.

Live monitoring

Track agent performance with real-time metrics, alerts, and drift detection, preventing issues before they impact users.

Unified dashboard

View AI agent health, performance, and usage across development and production environments using a single, actionable interface.

Governance tools

Enable responsible AI practices and transparency at scale with built-in tools for traceability, compliance, and audit readiness.

AI Red Teaming Agent

Uncover AI system vulnerabilities before deployment with simulated attacks, automated scanning, and readiness reports.

Model leaderboards

Quickly identify top-performing models and compare agent performance side-by-side to make smarter deployment decisions.
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Pricing

Azure AI Foundry Observability pricing

AI-assisted evaluations are priced at:
  • Per million input tokens
  • Per million output tokens
  • Other evaluation metrics (NLP) are billed as compute costs

Note: Tracing and evaluation results stored in Azure Monitor Application Insights are billed as logs.

Estimate costs

Azure AI Foundry

Design, customize, and manage AI apps and agents at scale.
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Azure Monitor

Manage AI apps efficiently with real-time monitoring and analytics.
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Microsoft Purview
Protect data and ensure compliance with governance tools built for AI engineers.
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Azure AI Content Safety

Develop AI apps with built-in guardrails using advanced content safety features.
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Customer stories

See how customers are innovating with Azure AI Foundry

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“Azure AI Foundry gives us a unified view across all our applications. Instead of stitching together a dozen tools, we had a single SDK to track safety, accuracy, and performance.”
Anoop Gopinatha, Managing Director of Industry Gen AI, Accenture

Products

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Resources

Get started with Azure AI Foundry Observability

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Blog
Achieve end-to-end observability
Get continuous visibility across the entire AI development lifecycle.
Read the blog
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Blog
Accelerate your AI safety and security journey
Enhance AI security with the AI Red Teaming Agent.
Read the blog
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Microsoft Build
Explore Azure AI Foundry Oberservability
Learn how evaluation and continuous monitoring can kickstart AI development.
Watch the video
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Learn
Build safe, reliable, and effective AI apps
Learn why AI evaluation is essential to address quality and safety concerns throughout development.
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Learn
Optimize agent performance
Identify and troubleshoot issues early and maintain safety using continuous evaluation techniques.
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Learn
AI Red Teaming Agent overview
Learn how to automatically assess safety issues to enhance AI app and agent security.
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Learn
Streamline model selection
Browse model leaderboards and compare side by side with detailed benchmarking metrics.
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FAQ

Frequently asked questions

  • Azure AI Observability is a comprehensive solution providing real-time insights into AI systems, enabling continuous evaluation and monitoring. It ensures transparency and governance for AI applications.
    Learn more
  • Azure AI Observability offers benefits like accelerating the transition from pilot to production, enabling rapid iteration, and providing real-time insights for scaling AI applications. It ensures transparency and governance for AI systems, essential for responsible AI practices.
    Learn more
  • Azure AI Foundry Observability is available in multiple regions worldwide, ensuring access to its features globally.
    View Azure products available by region
  • Learning to use Azure AI Foundry Observability can be done through various resources available on the Azure platform. Detailed documentation and tutorials are accessible on Microsoft Learn. These resources provide comprehensive guidance on getting started and mastering the features of Azure AI Foundry Observability.
Next Steps

Choose the Azure account that’s right for you

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AI development tools

Design and manage AI applications

Create, customize, and scale AI apps and agents efficiently.
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