ML Clustering: white-box no-code ML platform + AI co-pilot. Build, understand & export pipelines. Modules: clustering, classification, preprocessing & more. Upload data, configure, get results. Transparent inspect Python, export. Co-pilot architects full pipelines automatically. Visual Pipeline Builder + schema-aware propagation. AI generates validated transforms + live previews. Horizontal expansion: domain skins for medical (clinical prep), industrial (maintenance), marketing