Four Google Research scientists integrated Empirical Research Assistance to automate data mining and modeling tasks. The tool handles repetitive literature synthesis and evidence extraction from large datasets. This internal deployment proves that agentic workflows can reduce manual overhead for researchers. It is an incremental step toward fully autonomous academic discovery pipelines.