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Azure AI Metrics Advisor

An AI service that monitors metrics and diagnoses issues.

Azure AI Metrics Advisor will be retired on 10/1/2026.

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Protect your organization's growth

Embed AI-powered monitoring features to stay one step ahead of incidents—no machine learning expertise required. Monitor the performance of your organization's growth engines, including sales revenue and manufacturing operations, with Azure AI Metrics Advisor, built on AI Anomaly Detector, and a part of Azure AI Services. Quickly identify and fix problems through a powerful combination of monitoring in near-real time, adapting models to your scenario, and offering granular analysis with diagnostics and alerting.

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The AI Anomaly Detector core engine selects the right anomaly-detection model

A guided autotuning experience helps you customize the service to your unique needs

All dimension combinations are analyzed to pinpoint affected areas for root-cause analysis and diagnoses, and send alerts

End-to-end management of data monitoring is easily done through the AI Metrics Advisor interface, that plugs into popular time-series databases and provides stream monitoring support

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Detect anomalies in virtually every scenario

Time-series data behaves differently depending on the scenario—for example, the number of daily visitors to an e-commerce site or the frequency of vibrations for a conveyor-belt component. AI Anomaly Detector, the core engine of AI Metrics Advisor, looks at each dataset and automatically selects the best algorithm from the model pool for high accuracy.

Easily configure the service for your organization’s specifications

Adapt the service to surface the anomalies that matter to you using the guided autotuning experience. Provide your detection preferences, such as level of sensitivity, anomaly pattern, or input value range, and AI Metrics Advisor automatically adjusts the configuration for each time-series dataset on the system. Quickly evaluate the effectiveness of the configuration with the provided estimate generated by the service running the customized model through historical data. Get a suggested alert rule from the service that can be further customized for mission-critical notifications.

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Focus on fixing rather than data monitoring

Your data is examined in near-real time and AI Metrics Advisor pinpoints the minute something happens. Spot unusual behavior in deep data layers of more than 10,000 dimension combinations. When a problem is flagged, AI Metrics Advisor quickly shows you the key drivers of the problem with root-cause analysis. You’ll get precise alerts based on your needs, so you can focus on fixing the issue rather than monitoring metrics.

Accelerate time to value

AI Metrics Advisor simplifies data preparation and ingestion with abundant database connectors and preprocessing of your data by cleaning, aggregating, and filling in gaps for a consistent time-series flow. There's no need to build a user interface from scratch to use AI Metrics Advisor capabilities. Manage the stream and data monitoring lifecycle from data ingestion, models, visualization, diagnostics, and alerts from one place.

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Comprehensive security and compliance, built in

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After 12 months, you'll keep getting 55+ always-free services—and still pay only for what you use beyond your free monthly amounts.

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Frequently asked questions about AI Metrics Advisor

  • No SLA is provided for the free trial. Read the Azure AI Services SLA.

  • AI Anomaly Detector is comprised of simple REST APIs with a code-first experience. It's the core engine of AI Metrics Advisor that detects anomalies in time-series data. It's best applied for ad-hoc data analysis, and it can be run in containers.

    AI Metrics Advisor has additional time-series monitoring features, with pipeline APIs and a built-in user interface for managing the service. It’s designed for live-streaming data and AI analytics, and it supports deploying in Azure.

  • Currently, it supports only Azure deployments.

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