
OpenWay AI
Data Engine
Collect, curate, and annotate data. Train models and evaluate. Repeat.










TRUSTED
The Best In The Business
The OpenWay AI 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.

CASE STUDIES
Learn More About Our Customers

Blog
OpenAl's InstructGPT

Customer Case Study
Nuro

Case Studies
Harvard Medical School
Build AI
Powering Frontier AI
Next Generation AI powered by world-class data.
Human Feedback Ranking
Generative AI
Powering the next generation of Generative AI
Scale Generative AI Data Engine powers the most advanced LLMs and generative models in the world through world-class RLHF, data generation, model evaluation, safety, and alignment.
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

Blog
Why Is ChatGPT so Good?

Guide
Guide to Data Annotation

Guide
Guide: Computer Vision

Guide
Guide: Training & Building Models
"Scale has made it easier for us to gather annotations at a good price point. The IJI is simple to navigate, and the built in worker evaluation pipeline and batch options saves us time and helps enforce best practices so that we can get high-quality training data."
" "ML models only deliver the highest accuracy when they can handle edge cases that might be challenging, uncommon, or even dangerous. The Autotag functionality in Data Engine: Dataset Management helps us immensely by identifying examples of infrequent scenarios in our dataset, all with a simple query. As Nuro works to ensure efficient deliveries as safely as possible, we depend on tools like Scale Data Engine: Dataset Management to curate edge cases which we can use to train ever more accurate and capable models.""
" "After training for years to do this research, it was frustrating how much time I was spending just annotating data. Working with Scale Rapid freed up my time to work on the parts of research that require my expertise.""
"Scale already provided quality annotations to our perception team, so it was a natural extension to use their platform and solve adjacent pipeline problems of data selection and model performance debugging. The powerful search capabilities and easy-to-use tools made it easy for us to get started with our existing library of annotations."