Azure Anomaly Detector & AWS Lookout retiring Oct 2026

Azure Anomaly Detector & AWS Lookout are retiring.
Your early warning system is ready.

Canary Edge is a drop-in replacement. Same API contract, same JSON schema, superior anomaly detection powered by state-of-the-art time-series AI. Upload your data and we fine-tune to your machines for perfect accuracy.

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

State-of-the-Art AI

Our time-series AI model learns the dynamics of your machines — superior to ARIMA, Prophet, Isolation Forest, and legacy ML approaches.

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.