SageMaker Ground Truth Alternative: Migrate to Encord
Amazon SageMaker Ground Truth shuts down on September 30. Looking to migrate? Encord is the top-rated SageMaker Ground Truth alternative for labeling datasets from AWS.
Your next solution for data labeling projects
Evaluating alternatives to SageMaker Ground Truth? Encord helps you scale annotation workflows, with native multimodality, SOTA auto-segmentation, and greater customizability – all with enterprise-grade compliance.
Save time with auto-labeling
Leverage built-in SOTA models like Segment Anything (SAM 3) and automated agents to streamline annotation workflows, similar to SageMaker Ground Truth.
Manage datasets in Encord
Index, curate and organize your datasets in Encord to support ground truth annotation and model training, in tandem with annotation projects.
Comparison Guide: SageMaker Ground Truth
 | SageMaker Ground Truth | |||
|---|---|---|---|---|
| Auto-labeling | Auto-labeling | Built-in automated agents like SAM 3, support for custom models | Limited to four Ground Truth built-in algorithms | |
Built-in automated agents like SAM 3, support for custom models | Limited to four Ground Truth built-in algorithms | |||
| Multimodality | Multimodality | Native images, video, audio, document, text, time series, LiDAR and DICOM | Support for most images, text, video (frames) and 3D point clouds. | |
Native images, video, audio, document, text, time series, LiDAR and DICOM | Support for most images, text, video (frames) and 3D point clouds. | |||
| Customisation | Customisation | Build custom workflows, ontologies, and labeling interfaces | Configuration challenges require manual work | |
Build custom workflows, ontologies, and labeling interfaces | Configuration challenges require manual work | |||
| Pricing | Pricing | Simple and flexible pricing that allows for scale | Priced per object labelled, plus workforce cost, plus SageMaker compute | |
Simple and flexible pricing that allows for scale | Priced per object labelled, plus workforce cost, plus SageMaker compute | |||
Higher-quality data for model training
Train models on better data, and reduce time spent on manual data annotation.
Product tour
Try our interactive platform experience to see what data workflows look like in Encord.
Explore the productProduct tour
Try our interactive platform experience to see what data workflows look like in Encord.
Explore the productMIGRATION GUIDE
Switching from SageMaker Ground Truth?
Let your team focus on building better models, while we handle the migration.
Step 1
Import existing datasets into Encord
Step 2
Use AI-assisted pre-labeling to accelerate transition
Step 3
Add structured human QA and review workflows
Step 4
Activate evaluation and feedback loops for continuous improvement
Designed for reliable AI
Get the data right
The leading frontier AI teams use Encord. Join them.