City of Hope has launched HopeLLM, a generative AI platform integrating multiple AI models to streamline oncology workflows. The platform automates patient onboarding, facilitates clinical trial matching, personalizes AI interactions using patient data, and extracts real-world evidence to accelerate research. This innovation aims to enhance both provider efficiency and patient outcomes, reflecting the growing integration of artificial intelligence in cancer care and medical research.