Financial-services voice AI agents are not risky because they talk. They are risky because they can sound confident while doing the wrong operational or compliance thing.

A banking, lending, insurance, collections, or fintech support agent can fail in ways a generic chatbot eval will not catch:

it verifies the wrong person;

it gives advice instead of explaining a process;

it promises an outcome a policy does not allow;