Creating an end-to-end solution for small batches of production requires tools for process validation and optimization. The ART Consortium provides 3D simulation tools that communicate with the process planning software and the robotic cell. The simulation runs a sequence generated by the process planning AI algorithms, and ensures collision-free motion, process validation and cycle time optimization. The simulation package also provides an improved learning environment for the deep learning algorithms.