Four Google Research scientists are utilizing Empirical Research Assistance to automate data mining and modeling tasks. The tool handles repetitive literature reviews and technical documentation. This internal deployment tests how agentic workflows reduce manual overhead for PhDs. It is an incremental step toward automating the academic pipeline for specialized researchers.