When I joined the team working on a new and exciting project at ING Wholesale Banking in Amsterdam I thought I knew what I am signing for. My manager laid it out very clearly, our goal was to make sure that we can make better use of all the data that is scattered around. I just was not prepared for how many datasources there were waiting for me. Read here my experience with implementing an approach that takes care of dirty data once and for all.