Customers are always expecting more and more from businesses, including financial institutions. They expect their needs to be met, their complaints heard, and their experiences optimized for their benefit. To keep up with customer demands at a pace that they expect, it has become essential to incorporate data science in banking for on-demand customer intelligence and insights. This allows for better decision-making and the capabilities to transform asset and facility management.