Recently, Deep Learning has revolutionised a multitude of technical fields, most notably Computer Vision and Natural Language Processing. The implications for business are enormous, with the ramifications of these change still filtering through the mostly technology-shy world of business. There are signs that Combinatorial Optimisation might be the next technical field to undergo Revolution-By-Neural-Network. If this comes to fruition, then the impact on business will be seismic.