Four Google Research scientists used Empirical Research Assistance to automate data mining and modeling tasks. The tool streamlines literature reviews and technical analysis for academic workflows. This internal application demonstrates a shift toward agentic research support. Practitioners can expect more specialized tools to handle the tedious aspects of paper drafting and data synthesis.