Four Google Research scientists integrated agentic workflows to automate data mining and modeling tasks. These assistants handle repetitive literature reviews and technical documentation updates. The internal pilot demonstrates a shift toward AI-driven research operations. Practitioners can expect similar agentic tools to reduce manual overhead in academic and corporate R&D pipelines.