Lead analytics for automation, intent taxonomy, containment, and contact drivers across AI, chatbot, IVR, and self-service experiences, including complex issues where analysis requires in-depth evaluation of variable factors across customer behavior, routing logic, escalation paths, and operational cost drivers. SiriusXM and its brands (Pandora, SiriusXM Media, AdsWizz, Simplecast, and SiriusXM Connect) are leading a new era of audio entertainment and services by delivering the most compelling subscription and ad-supported audio entertainment experience for listeners -- in the car, at home, and anywhere on the go with connected devices.