We are a team of software engineers, data scientists, and business professionals with extensive experience in the entire data chain. We have used data for advanced problems in analytics; we have operated all the well-known data technologies; and we have consumed data as business professionals. Through these experiences we have have felt the pain and know the joy of first-rate data management.