Experiences of banks that recently went through regulatory fair lending exams indicate that nothing beats preparing for the unexpected. Compliance officers with four major financial institutions rank data integrity, loan documentation, and risk management as highly important in passing a fair lending exam, although these factors do not always guarantee a streamlined examination, they say.