The role partners with Operations, Product, Technology, Digital, and external business partners to ensure customer interactions, AI models, survey platforms, and quality programs accurately measure and continuously improve the customer experience. Success is measured through AI evaluation accuracy, calibration consistency, quality governance, VOC insights, survey platform reliability, reporting quality, stakeholder satisfaction, continuous improvement initiatives, and contribution to customer experience outcomes.