# Azure AI Anomaly Detector

**Canonical:** https://apis.io/apis/anomaly-detection/azure-ai-anomaly-detector/  
**Provider:** Anomaly Detection — https://apis.io/providers/anomaly-detection/  
**Base URL:** https://api.cognitive.microsoft.com  
**Documentation:** https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/overview

Azure AI Anomaly Detector is one of 8 APIs that [Anomaly Detection](https://apis.io/providers/anomaly-detection/) publishes on the [APIs.io](https://apis.io/) network. Tagged areas include Anomaly Detection, Azure, Machine-Learning, Microsoft, and Multivariate. The published artifact set on APIs.io includes API documentation, an API reference, a getting-started guide, and a GitHub repository.

Azure AI Anomaly Detector is a managed REST API service that enables monitoring and detection of anomalies in time series data without requiring machine learning expertise. Supports univariate batch and streaming detection, multivariate detection using Graph Attention Networks for up to 300 correlated signals, and change-point detection. The service is being retired on 1 October 2026 in favor of Microsoft Fabric real-time intelligence.

## Machine-readable artifacts (6)

- **Documentation** — https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/overview
- **APIReference** — https://learn.microsoft.com/en-us/rest/api/anomalydetector/
- **GettingStarted** — https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/quickstarts/client-libraries
- **Tutorials** — https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/tutorials/batch-anomaly-detection-powerbi
- **GitHubRepository** — https://github.com/microsoft/anomaly-detector
- **APIsJSON** — https://raw.githubusercontent.com/api-evangelist/anomaly-detection/refs/heads/main/apis.yml

## Other Anomaly Detection APIs (7)

- [Elasticsearch Anomaly Detection API](https://apis.io/apis/anomaly-detection/elasticsearch-anomaly-detection-api/)
- [Datadog Anomaly Monitor API](https://apis.io/apis/anomaly-detection/datadog-anomaly-monitor-api/)
- [AWS Lookout for Metrics](https://apis.io/apis/anomaly-detection/aws-lookout-for-metrics/)
- [PyOD (Python Outlier Detection)](https://apis.io/apis/anomaly-detection/pyod-python-outlier-detection/)
- [Anomaly Detection ChangePoint API](https://apis.io/apis/anomaly-detection/anomaly-detection-changepoint-api/)
- [Anomaly Detection Multivariate API](https://apis.io/apis/anomaly-detection/anomaly-detection-multivariate-api/)
- [Anomaly Detection Univariate API](https://apis.io/apis/anomaly-detection/anomaly-detection-univariate-api/)

## Tags

Anomaly Detection, Azure, Machine-Learning, Microsoft, Multivariate, Time Series, Univariate

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/anomaly-detection/azure-ai-anomaly-detector/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/anomaly-detection/.