Join data from different sources (upload/sync), build version-controlled & reliable data workflows, clean/analyze/visualize data, and get cleaning/analysis recommendations - all in one place. The platform also helps the user verify correctness of logic through dry runs and clarifying questions. We also just released semantic layer creation. Additionally, we have started with file connectors and are expanding into databases etc. pretty soon.