LabelGPT is an automated data annotation platform that enables machine learning teams to quickly generate large volumes of labeled data. It uses a combination of multiple foundation models to achieve zero-shot labeling, allowing users to import data, give class names as prompts, and generate labels in just minutes with high confidence scores. LabelGPT also offers open datasets, smart feedback loops, and pre-labeling solutions to speed up the process.