Managing virtual boundaries to enable lock-free concurrent region optimization, including: receiving a model of an integrated circuit (‘IC’); dividing the model into a plurality of regions, wherein none of the plurality of regions overlap with another region; assigning each of the plurality of regions to a thread of execution, wherein each thread of execution utilizes a shared memory space; and optimizing, by each thread in parallel, the assigned region.