The insurer had limited visibility into the value hidden within customer-service call transcripts. Many interactions included quoting requests or upsell cues that were neither captured nor routed effectively. Manual QA covered under 5% of calls, and agents lacked consistent scripting to act on these opportunities, resulting in lost revenue, missed upsells, and reduced retention.