Enabling customers to influence the way they are represented in the bank’s databases, is one of the major personalization, responsiveness, and privacy issues of banking. In this chapter we draw on the results from a qualitative study of the ways in which Australians think of privacy, security, and money. We find that changes in life stages, residence, and relationships motivate people to share additional personal information with their bank, in order to receive personalized services. The chapter proposes ways in which privacy rights management can help customers better represent themselves in a flexible manner, reflecting the changes in their lives.