MemSQL helps power data innovation for half of the top 10 Financial Services Institutions in North America (and many more around the world). This access provides us with a unique perspective into the new requirements of, and struggles with, data infrastructure. This paper leverages that knowledge to describe the common data infrastructure challenges faced by financial services organizations, and what these companies are doing about it.