For organizations to truly unlock the potential of AI in customer contact, they must first build robust data ecosystems. This session addresses the journey from basic data capture to the deployment of advanced AI for consumer analytics. Participants will discuss how to leverage digital conversations, transcripts, and voice data to develop advanced analytics capabilities that drive personalization, improve customer satisfaction, and enable proactive service.