The financial industry deals with a escalating threat from voice fraud. Criminals are exploiting advancements in synthetic intelligence to fake legitimate agents, manipulating customers into sharing sensitive information. To mitigate this changing threat, banks must implement robust safety measures that go beyond conventional authentication methods