Four Google Research scientists integrated AI agents to automate data mining and modeling tasks. These tools handle repetitive literature reviews and technical data extraction. While the efficiency gains are clear, the results remain incremental. Practitioners can use these workflows to reduce manual documentation overhead during the early stages of experimental design.