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Data Engine

Collect, curate, and annotate data. Train models and evaluate. Repeat.

TRUSTED

The Best In The Business

The Scale Data Engine is trusted by the world’s leading ML teams to accelerate the development of their models. The scale of our operations, experts and quality is unmatched in the industry.

Quality

Scale can provide the core tenet of any dataset with high-quality labels from domain experts.

Cost Effective

Easily find, categorize, and fix model failures with Scale’s Data Engine. Then, optimize labeling spend with high-value curated data.

Scalability

Scale's data engine can support any ML project from lower-volume experiments to high-volume production projects. Scale up, or down, as needed.

Diversity

Scale delivers the greatest variety and diversity of data to help deliver the greatest value to your model performance.

Quality

Scale can provide the core tenet of any dataset with high-quality labels from domain experts.

Cost Effective

Easily find, categorize, and fix model failures with Scale’s Data Engine. Then, optimize labeling spend with high-value curated data.

Scalability

Scale's data engine can support any ML project from lower-volume experiments to high-volume production projects. Scale up, or down, as needed.

Diversity

Scale delivers the greatest variety and diversity of data to help deliver the greatest value to your model performance.

CASE STUDIES

Learn More About Our Customers

Build AI

Powering Frontier AI

Next Generation AI powered by world-class data.

Generative AI

Powering the next generation of Generative AI

Scale Generative AI Data Engine powers many of the most advanced LLMs and generative models in the world through world-class RLHF, data generation, model evaluation, safety, and alignment.

AI Text Generator
WHAT IS THE DATA ENGINE

The One-Stop-Shop For Building AI

Data engine is the process of improving machine learning models with high quality, diverse and large datasets powered by experts. Unlock model performance with the Scale Data Engine.

Generative AI Data Engine

Generation

After initial pre-training, create complex prompt-response pairs from scratch.

RLHF

Apply human preferences to model outputs.

Red Teaming

Use prompt injection techniques to find vulnerabilities.

Evaluation

Evaluate your model against a set of complex and diverse prompts to find weak points.

DATA INPUTS

Supported Annotation Types

Scale Text

Document Processing
Natural Language Processing
Transcription
Content & Language

Scale Image

Electro Optical
Infrared
Transcription

Scale Video

Full Motion Video
Natural Language Processing

Scale 3D Sensor Fusion

LiDAR
RESOURCES

Learn More About The Data Engine


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