An industry-sponsored project to deliver tools for estimating the powerflows on electric grids with a 4-person team. Based on the liasons’ initial ideas, we developed a method for estimating powerflows using published Locational Marginal Prices data, and implemented it using Python libraries such as NumPy, SciPy and Pandas.