We would argue that perhaps the most important reason existence of the capability of data architecture, is to insure that the data and information that we use to base our decisions on is first and foremost there and then actually represents reality. Whether you are publishing scientific- or open data or just trying to get more value out of your organizations confidential data, we believe the FAIR principles are the most concrete proposal for solving the most common data issues.