Better Data.Better AI.

Better data leads to more performant models. Performant models lead to faster deployment. Deliver value from your AI investments faster with better data.

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ML Development

Data-Centric ML Lifecycle

Scale’s mission is to accelerate the development of artificial intelligence. We do this by providing a data-centric, end-to-end solution to manage the entire ML lifecycle.

  • Annotate

    Annotate
  • Manage

    Manage
  • Automate

    Automate
  • Evaluate

    Evaluate
  • Collect

    Collect
  • Generate

    Generate
Annotate Content & Language

Gather Human Insight

Retrieve human insights for search relevance, ecommerce, natural language processing, audio transcription, document processing and more. Operational excellence augmented by technology enables us to exceed demanding quality, cost, and latency requirements.

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Named Entity Recognition
Cataloging
Speech and Audio
Annotate Computer Vision

Scale Advanced Annotations

Annotate large volumes of 3D sensor, image, and video data at high throughput. ML-powered pre-labeling and an automated quality assurance system ensure high quality annotations for the most safety critical applications.

Contact Sales
Video Polygon
Image
“OpenAI threw a bunch of tasks at Scale AI with difficult characteristics, including tight latency requirements and significant ambiguity in correct answers. In response, Scale worked closely with us to adjust their QA systems to our needs.”

Geoffrey Irving

Member of Technical Staff, OpenAI
Manage

Manage Your Datasets

Quickly choose what data to label with active learning and advanced querying. Visualize data, identify edge cases with integrated model predictions, and solve the long tail with Scale Nucleus.

Explore Scale Nucleus
Search Visualization
Visual Similarity Search
Automate

Automate Document Processing

Achieve robust document understanding and extraction across any document type. Pre-trained but fine-tuned with your data to your exact use case, Scale Document guarantees 99%+ quality and low latency to reduce costs up to 90%+ with an optional human-in-the-loop review.

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Invoice Extraction Model
Bill of Lading Extraction Model
Pathology Extraction Model

Interested in
Enterprise AI
for your industry?

Get in touch with our AI specialists for a scoping session.

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Evaluate

Test, Validate & Debug Models

Upload predictions to Nucleus via API. Track model performance, compare model runs, sort failure examples by metrics of interest, and build model unit tests out of curated dataset slices to catch regressions in key scenarios.

Learn How
Model Performance
Model Debugging
Model Validation
Collect

Collect Diverse Data

Collect and generate representative text and audio data in 50+ languages across 70+ countries. Data collection workflows are API supported and seamlessly integrate with Scale’s data labeling pipeline. Image and Video collection coming soon.

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Audio Collection
Text Collection
Generate

Generate Synthetic Data

Augment ground-truth training data with infinite varieties of synthetic data and expose your model to more data than you can otherwise collect. Confidently develop generalizable ML models by understanding how they will react to rare or dangerous real-world scenarios before you encounter them in production.

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Synthetic Data
Solutions

Use Cases

Scale‘s AI platform has been used to create AI in nearly every industry.

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