OmniSci has demonstrated the massive scaling possible using GPUs for computation and visualization. However, not every analytics problem or user persona requires massive scale; rather, our customers have expressed the desire to have proper-sized tools for the various problems they encounter across the enterprise. This talk will outline the vision for scaling the OmniSci platform from trillions of records in a giant data store to hundreds of millions of records on a laptop and every form factor in between. Whether you have a massive cluster of servers, a Data Science Workstation, a GPU-enabled laptop or even a CPU-only laptop, OmniSci can provide the same accelerated analytics experience appropriate for the problem at hand.