Scale AI: Training Data & Evaluation for AI Models

Scale AI is a comprehensive data and infrastructure platform built to accelerate the development, fine-tuning, and evaluation of AI systems across industries. From autonomous vehicles and robotics to AR/VR and generative AI, Scale provides the high-quality labeled data and human feedback loops that modern machine learning models depend on to perform reliably in the real world. Its core offering, the Scale Data Engine, streamlines data management and annotation, while services like RLHF and supervised fine-tuning help teams push model performance further. Beyond raw data, Scale AI extends into full application stacks with the Scale GenAI Platform for building and deploying generative AI solutions, and Scale Donovan, a mission-critical decision-support tool tailored for defense and other high-stakes environments. The platform also addresses one of the industry's biggest challenges—trust and safety—through rigorous model evaluation and red teaming, including its SEAL Leaderboards for benchmarking model robustness. With deep partnerships across major AI labs and dedicated solutions for the public sector and automotive industries, Scale AI positions itself as critical infrastructure for organizations serious about deploying AI at scale.

Start by identifying which Scale AI offering fits your needs: the Scale Data Engine for labeling and managing training data, the Scale GenAI Platform for building generative AI applications, or Scale Donovan for AI-driven decision-making in mission-critical settings. From there, reach out to Scale AI's team to request a demo or consultation tailored to your use case—whether that's fine-tuning models with RLHF, evaluating model safety through SEAL Leaderboards, or integrating proprietary enterprise data into foundation models. Most engagements begin with a direct conversation with Scale AI's sales or solutions team rather than self-serve signup.