We believe that data documentation should not only provide a human-readable description of the data, but it also should be sufficiently detailed so that a service can validate data against the description. Describing the data properly has the positive side effects that it makes the data more transparent, improves privacy and security audit possibilities.  By enforcing the use of a formal data description, Checkpipe Charlie improves interoperability and transparency of data.