A honey pot is just a place where sensitive and valuable information is centrally stored.
They can be unavoidable but need to be well protected. Most companies fail at this.
All it takes is one employee to pip install the wrong library or fall victim to a phishing attack or 3rd party vendor attack and its over. And on a long enough time scale, it happens.