Juniper Bank was a direct bank based in Wilmington, Delaware. The bank focused on branded credit cards. History[edit]. The bank was founded in January 2000. It received financing from Benchmark Capital. In November 2000, the bank began offering insurance products. In September 2001, the Canadian Imperial