High-quality labeled data powers every successful AI model, yet preparing large-scale video and image datasets remains one of the most costly and time-consuming stages in the machine learning pipeline. Kitware’s open source platform, DIVE, changes that. Built for speed, scalability, and accuracy, DIVE empowers teams to label and visualize imagery, then use those annotations to train and refine AI models – all within a single, versatile environment. Developed by Kitware, DIVE reflects our commitment to making open and accessible advanced AI tools, empowering organizations to turn raw data into insight with far less effort and cost.