Deepnote is a Jupyter-compatible notebook that enables real-time collaboration among data teams, allowing for instantaneous exploration, analysis, and presentation of data in infinite ways. It's designed as a "Google Docs" of data science, providing a fully managed multi-user Jupyter server. Cube, on the other hand, is a headless BI platform that sits between data sources and downstream applications, providing consistent metrics definitions for all data flowing downstream. Together, Deepnote and Cube provide a common starting line for various teams working together within an organization, eliminating inconsistent data and misaligned insights. By using Cube to define consistently defined data upstream, teams can ensure reliable data to drive the whole organization in the same direction.