At one Tier 1 international bank, fewer than 1 in 5,000 compliance alerts led to a formal review (source). Not because risks were rare, but because compliance teams lacked tools to review conversations at scale. Speech analytics changes that dynamic. By automatically transcribing, analyzing, and flagging conversations, compliance teams can monitor every interaction without manually reviewing thousands of recordings.