Classification in the context of document management involves the process of assigning documents to one or more predefined categories or classes. This systematic organization allows for easier sorting, management, and retrieval of documents based on their content, themes, or other distinguishing characteristics. Often facilitated by machine learning algorithms, classification automates the analysis and categorization of documents, enabling efficient handling of large datasets. The use of synthetic labels represents an advanced technique where artificial intelligence generates accurate labels for categorizing content, minimizing the need for extensive human-labeled data. This approach streamlines data organization, ensuring documents are easily sortable and accessible, thus enhancing data management efficiency.