Amazon Lookout for Vision Amazon Bedrock & SageMaker AI (Lookout Migration)
Legacy names Amazon Lookout for Vision, Amazon Lookout for Metrics, Amazon Lookout for Equipment
Managed foundation models, custom machine learning platforms, and industrial IoT anomaly detection services replacing the retired Amazon Lookout family.
Naming timeline
- Amazon Lookout (Vision, Metrics & Equipment)
Amazon Lookout for Vision, Amazon Lookout for Metrics, and Amazon Lookout for Equipment launched for visual, metric, and industrial sensor anomaly detection.
- Amazon Bedrock & SageMaker AI
Lookout for Metrics (Oct 10, 2025), Lookout for Vision (Oct 31, 2025), and Lookout for Equipment (Oct 7, 2026) discontinued; workloads transition to Amazon Bedrock, Amazon SageMaker AI, and AWS IoT SiteWise.
What replaced Amazon Lookout for Vision?
Amazon Lookout for Vision has been superseded by Amazon Bedrock & SageMaker AI (Lookout Migration), with the latest change on 31 October 2025 (Lookout Family Retirement (Metrics & Vision Oct 2025 · Equipment Oct 7, 2026)). Earlier names covered by this entry also include Amazon Lookout for Metrics, Amazon Lookout for Equipment. Managed foundation models, custom machine learning platforms, and industrial IoT anomaly detection services replacing the retired Amazon Lookout family. The underlying legacy API or CLI surface is deprecated, so a technical migration is required.
Also known as
- AWS IoT SiteWise Anomaly Detection
- Amazon CloudWatch Anomaly Detection
- Amazon OpenSearch Anomaly Detection
Technical identifiers
Legacy identifiers deprecated. The underlying API or CLI surface for the legacy name is officially deprecated, so this change requires a technical migration rather than a label update.
| AWS Service APIs / SDKs | lookoutvision lookoutmetrics lookoutequipment bedrock-runtime sagemaker iotsitewise |
|---|---|
| AWS CLI Commands | aws lookoutvision aws lookoutmetrics aws lookoutequipment aws bedrock-runtime aws sagemaker aws iotsitewise |
| IAM Actions & Policies | lookoutvision:* lookoutmetrics:* lookoutequipment:* bedrock:* sagemaker:* iotsitewise:* |
| Terraform Resources (aws_*) | aws_sagemaker_endpoint aws_bedrockagent_knowledge_base aws_iotsitewise_asset_model |
The lookoutvision and lookoutmetrics APIs reached full shutdown in October 2025, and lookoutequipment reaches full shutdown on October 7, 2026.
Notes & disambiguation
- All three services in the re:Invent 2020 Amazon Lookout anomaly detection family closed to new customers in October 2024 and were scheduled for full retirement between October 2025 and October 2026.
- Amazon Lookout for Metrics reached full End of Support on October 10, 2025 (migrating to Amazon CloudWatch, Amazon OpenSearch Service, Amazon QuickSight, and SageMaker Canvas); Amazon Lookout for Vision reached full End of Support on October 31, 2025 (migrating to multimodal models on Amazon Bedrock and custom CV models on Amazon SageMaker AI JumpStart).
- Amazon Lookout for Equipment closed to new customers on October 17, 2024 and reaches full End of Support on October 7, 2026, with AWS providing migration scripts to native multivariate anomaly detection in AWS IoT SiteWise.
Sources & official documentation
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