Visit us at 9400 Antioch Road, Overland Park, KS 66212. 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.