Four Google Research scientists integrated Empirical Research Assistance to automate data mining and modeling tasks. The tool streamlines literature reviews and technical synthesis for internal teams. It reduces manual effort in early-stage discovery. This incremental update demonstrates how agentic workflows handle niche academic labor without replacing human oversight.