Visit us at 1300 Oliver Rd, Fairfield, CA 94534. Bank of the West is a trade name of BMO Harris Bank N.A. who provides checking, savings, credit cards, mortgages, auto loans, business banking, commercial banking and more. BMO Harris Bank N.A. Member FDIC. Equal Housing Lender.