Dash is a framework for developing analytic web apps in Python. This talk will describe Dash’s design, and how it enables efficient scaling to support large numbers of simultaneous users. Then, several architectures will be presented that can be used to combine the strengths of Dash with the strengths of Dask Distributed to create apps that scale to support large datasets and many users.