Based in two locations (Winnipeg, Canada and Cambridge, UK) Invenia Labs is a machine learning company that optimises the world's electrical grids. According to the Intergovernmental Panel on Climate Change (IPCC), electrical production is responsible for approximately 37% of all global emissions today with the demand expected to increase by 43% over the next 20 years. Driven by a devoted team from a variety of fields and backgrounds, Invenia designs and runs a system that helps to solve large-scale efficiency problems, while also lowering harmful emissions. To make reliable decisions in such domain, Invenia carefully models the structure, physics, economics, and uncertainties of networks that are essential to society.