Natural language processing (NLP) and large language models (LLMs) offer a way forward, enabling oncology teams to extract, structure, and analyze data at scale. This blog explores how AI is transforming oncology through better EHR utilization and the tangible benefits it offers clinicians, researchers, and administrators.