Tawseem (توسيم) is a web application for crowdsourcing basic word-level NLP annotations tasks, such as word segmentation and part of speech tagging. This manual processing is perhaps required for building training datasets from ground up, to be used in NLP train-based systems. Tawseem was built primarily for Arabic word segmentation.