Log review is an awesome idea. Do you mind divulging your workplace?
Any company that deals with credit card data has to be very very sure that no sensitive data is written in clear anywhere. Even while in memory, the data needs to be hashed and the cleartext data erased as soon as possible. Per what I have heard from friends and colleagues, the other popular companies like Amazon, Twitter, Netflix, etc. also have similar processes.
Checking logs for sensitive data is a routine test when given access atleast.
Being given that access is disappointingly not routine though.