Neural Concept Shape (NCS) is the commercial and industrial implementation of a software package developed at EPFL’s computer vision laboratory over the last 4 years. NCS is the first Deep-Learning software specifically tailored for Computer Assisted Engineering application. Our software allows the engineer to extract maximum value from simulation data, allowing him to explore an infinite number of designs without calling back the expensive simulator and to automatically optimize a shape given a set of performance goals. We are now reducing the time of simulations by several orders of magnitude (milliseconds vs hours) with a similar accuracy. Our patented technology searches the space of shapes to find this best compromise, while saving the engineer time, energy and economical cost. Neural Concept Shape is a force multiplier that will make it possible to test several orders of magnitude more variations of a given design than is currently possible. This results in far more optimized shapes and potentially, to solutions that a human designer may not have previously considered.