Four Google Research scientists integrated Empirical Research Assistance to automate data mining and modeling tasks. The tool handles repetitive literature reviews and technical data extraction. This internal deployment demonstrates a shift toward agentic workflows for academic research. Practitioners can expect similar automation to accelerate the literature synthesis phase of model development.