Labelbox

Labelbox offers a comprehensive AI platform designed to enhance the development of intelligent applications through advanced data management and analysis tools. The platform facilitates custom labeling and review workflows, enabling the creation of AI-ready datasets tailored for specific needs. It supports the evaluation of machine learning models by allowing users to compare model predictions with actual ground truth. Additionally, Labelbox incorporates reinforcement learning with human feedback (RLHF) to refine AI behaviors. The data engine feature of Labelbox aids in curating, annotating, and evaluating large datasets efficiently. With model-assisted labeling, the platform can pre-label data using foundation models, streamlining the data preparation process. Labelbox also provides detailed analytics and performance insights through its dashboard, offering reports that help users monitor and optimize their AI systems. Furthermore, the platform includes a human expert evaluation service specifically for Large Language Model (LLM) evaluation and enriches data using foundation models via its Foundry feature. Lastly, Labelbox offers expert workforce services through Boost, enhancing the platform’s capability to handle large-scale and complex data labeling tasks.