Drug discovery is a multi-dimensional mission, in addition to optimizing the molecules, the project leader also needs to prioritize all ongoing activities in the team, such as compound design and synthesis, as well as assay data requests, and results of analysis. A multi-dimensional, searchable, and interactive Kanban board can help the project team to get a comprehensive overview of the ongoing activities.