What is Scale?
Scale AI provides the essential data, tools, and infrastructure you need to build, fine-tune, and evaluate advanced AI applications effectively. Trusted by the world's leading AI teams, enterprises, and government agencies, we help you unlock the full potential of AI by addressing the critical data and evaluation challenges that often slow progress.
Key Features:
📊 High-Quality Data Labeling & Curation: Fuel your models with precise, expert-annotated data across various modalities including text, image, 3D, audio, and video. Scale AI combines AI-based techniques with human-in-the-loop processes to deliver unparalleled data quality, scalability, and efficiency. Our data curation tools help you intelligently manage datasets, identifying and prioritizing the most valuable data points for labeling, even without ground truth.
⚙️ Advanced Model Training & Adaptation: Build the best models by leveraging best-in-class foundation models and adapting them to your specific needs and proprietary data. Through techniques like Reinforcement Learning from Human Feedback (RLHF) and fine-tuning, we enable you to align models with human preferences and integrate your enterprise data, providing a critical foundation for long-term differentiation and successful AI programs.
✅ Rigorous Model Evaluation & Safety Testing: Understand, analyze, and iterate on your models with trusted, expert-driven evaluations. Scale AI provides proprietary evaluation sets and utilizes expert human raters to assess model performance and identify vulnerabilities across key risks such as misinformation, bias, unqualified advice, and potential cyber threats. Our platform offers a user-friendly interface for deep analysis and consistent reporting.
🚀 Specialized AI Application Deployment: Apply AI to your most challenging use cases with pre-built applications and frameworks designed for specific domains. For enterprise users, the Scale GenAI Platform transforms your data into customized, ready-to-use Generative AI applications. For defense and government, Scale Donovan enables the rapid customization, evaluation, and deployment of mission-tailored AI agents on secure networks.
Use Cases:
Developing Autonomous Systems: Provide the high-quality 3D, image, and video data necessary to train and validate models for self-driving cars, robotics, and AR/VR applications.
Unlocking Enterprise Data Value: Integrate your company's proprietary data with leading foundation models via the Scale GenAI Platform to power customized internal AI applications and workflows.
Enhancing Defense Decision Making: Utilize Scale Donovan to deploy mission-specific AI agents that provide rapid analysis and decision support for complex operational scenarios.
Improving Generative AI Models: Apply advanced RLHF and evaluation techniques to align large language models with human preferences and ensure safety and performance.
Why Choose Scale AI?
Scale AI is trusted by nearly every major foundation model and leading organizations across enterprise and government because we deliver verifiable quality, scale, and expertise. Our pioneering combination of AI and human intelligence, rigorous evaluation methodologies, and adherence to strict security standards (like FedRAMP High and DISA IL4) provide the trustworthy foundation required to build and deploy advanced AI with confidence.
Conclusion:
Scale AI provides the critical data infrastructure, training expertise, and evaluation rigor essential for accelerating your AI development and deployment. From improving foundational models to powering mission-critical applications, we help you achieve your AI goals with quality and confidence.
Learn more about how Scale AI can help you build and apply advanced AI.
More information on Scale
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Scale was manually vetted by our editorial team and was first featured on 2023-03-07.
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