There are several factors behind the failure of payment banks. They include those on the consumer side and those in the banking business environment. High interest rates, rising inflation, and high transaction charges are discouraging consumers from banking and saving money, while limited revenue streams, outdated business models, and small margins are making it challenging for the banks to survive.