Nate B Jones discovered at Prime Video that underlying data must be clean all the way down the stack to provide useful customized customer experiences.

Nate B Jones recommends fixing the data before giving an agent access to it by establishing a source of truth, defining schemas, building validation, and deciding which system wins in case of disagreement.