Cerence develops conversational and agentic AI solutions for voice-powered interfaces, primarily serving automotive original equipment manufacturers and tier-one suppliers that integrate the company's technology into vehicles sold globally. The company offers a suite of products including customizable generative AI platforms, ready-to-deploy voice assistants, audio AI for speech enhancement, and professional services for design, deployment, and customization. Cerence generates revenue through per-unit perpetual software licenses for embedded components, multi-year subscription arrangements for cloud-connected services contracted at vehicle sale, and project-based professional services fees; the company maintains a hybrid edge-cloud architecture that combines embedded vehicle software with cloud-connected components to enable advanced AI reasoning and over-the-air updates while ensuring vehicle performance and reliability.