Four Google Research scientists integrated an Empirical Research Assistance tool into their data mining workflows. The system automates literature synthesis and data extraction to accelerate the early stages of academic discovery. While the results show efficiency gains, the tool remains an internal experiment. Practitioners should view this as an incremental step toward autonomous research agents.