The hydrodynamics of bubble column slurry reactors are strongly influenced by the scale of operation. We suggest a strategy for scaling up reactors from laboratory scale to commercial size that relies on a fundamental understanding of bubble hydrodynamics, which is incorporated into a computational fluid dynamics (CFD) model.