r&d workflow

The r&d workflow tag on WindowsForum.com covers discussions about integrating AI and curated scientific data into research and development tools. A recent thread highlights CAS Connections, a framework that embeds the CAS Content Collection and CAS Newton agentic AI into third-party R&D platforms like Albert Invent, Sapio Sciences, and Wolfram Research. This integration shifts scientific authority from destination databases to ambient layers within existing software, emphasizing control over trusted context rather than flashy models. The tag focuses on how AI and curated knowledge are reshaping R&D workflows in chemistry and life sciences.