Every contact center sits on the same paradox: the most valuable signal in the business — why customers are actually calling — flows past in a medium (speech) that almost no downstream system can consume. Analytics dashboards speak in joinable rows and columns; conversations arrive as waveforms. The gap between those two representations is where containment strategies die, where staffing plans go stale, and where emerging issues incubate for weeks before anyone notices.