Azure Anomaly Detector retires March 2026

Azure Anomaly Detector is retiring.
Switch in 90 seconds.

Canary Edge is a drop-in replacement. Same API contract, same JSON schema, better anomaly detection powered by the LeWM world model.

migration.diff
-endpoint = "https://your-resource.cognitiveservices.azure.com"
+endpoint = "https://api.canaryedge.dev"
-api_key  = "AZURE_KEY"
+api_key  = "CANARY_KEY"

Migrate in three steps

No SDK changes. No schema rewrites. Just two lines of config.

1

Get API Key

Sign up and generate your Canary Edge API key in seconds.

2

Change Endpoint

Swap two lines in your existing code: the endpoint URL and API key.

3

Done

Your application now uses Canary Edge. No other changes needed.

Everything you need for anomaly detection

A fully compatible API with a fundamentally better model under the hood.

Azure API Compatible

Drop-in replacement for Azure Anomaly Detector. Same endpoints, same JSON schema, zero code changes.

LeWM World Model

Our proprietary world model learns the physics of your machines, not just statistical patterns.

Real-time Detection

Sub-50ms inference latency. Stream data in and get anomaly scores back in real time.

Multi-resolution Models

Analyze data at multiple time scales simultaneously for both sudden spikes and slow drifts.

Per-machine Learning

Each machine gets its own baseline model that adapts to normal operating regimes automatically.

Regime Classification

Automatically detect and label operating regimes: startup, steady-state, shutdown, and transitions.

Built for teams migrating from Azure

We built Canary Edge specifically so Azure Anomaly Detector customers can migrate without disruption. Your existing code works as-is.

100%
API Compatible
<50ms
Latency
Zero
Labeling Required

Ready to migrate?

Get your API key and start sending data in under two minutes. No credit card required.