Visit us at 180 N Moorpark Rd, Thousand Oaks, CA 91360. 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.