Bacillus velezensis DSYZ is a plant growth-promoting rhizobacterium with the capacity to control fungal pathogens. It was isolated from the rhizosphere soil of garlic. Here, we present the complete genome sequence of B. velezensis DSYZ. Several gene clusters that are related to the biosynthesis of antimicrobial compounds were predicted.