Most companies at least track frequencies. We used to think that deidentified was enough, but apparently it’s not that hard to figure out who a person is if you know that much about them. (Especially if you have relatives.)

There’s been a lot of work with homeomorphic encryption, but I think that the new avenue of research using sketches to provide a sense of anonymity while preserving comparability.