Speed Up ML Model Production

High quality data collection and annotation

Visualize, query and identify edge cases in your data

Optimize your label spend by identifying class imbalance, errors, and edge cases in your data


  • See insights, search on custom metadata, and curate data slices to track model performance on specific scenarios.
  • Filter data on model performance metrics or explore interactive confusion matrices to quickly find specific examples of model failure.
  • Automate dataset uploads, add metadata, upload model predictions, and export data using Scale’s intuitive API.

Collect high quality data

Collect large volumes of high-quality real world data


  • Well-trained global collector workforce.
  • Diverse data types from egocentric videos to LiDAR full room scans.
  • Automated duplicate detection, sensitive
data recognition, and quality audit technology.

Annotate data with immense accuracy

Quickly annotate large amounts of data at production quality


  • Support for any annotation type from human keypoints to dense point clouds.
  • Industry leading label quality at production volumes.
  • Optimize quality with human in the loop and ML powered labeling tools.
A desk with stuff

Deadlines don’t wait, neither should you.