These are tough times for banks.

As the Bank of Japan's prolonged ultra-easy money policy weighs on earnings, the emergence of technology like artificial intelligence is transforming the mechanics of financing and threatening to replace thousands of roles with automated systems.

The nation's major banks have announced restructuring measures including downsizing to deal with the situation and are rushing to catch up with digital innovations, but some critics say it could be too late in the game.