By applying techniques used in the automotive and aerospace sectors, we developed an automation process to tackle a key industry challenge, enabling the construction sector to benefit from a speedier, and more cost-effective way to explore various building designs in the preliminary stages. This Proof of Concept (PoC) uses Multi Objective Optimisation (MOO) to produce optimum results based on a number of requirements, increasing both productivity and output in the sector.