Alternative data teams, quant researchers, and data science leads at hedge funds use this agent to rigorously validate whether a newly acquired alternative data set (satellite imagery counts, credit card transaction panels, web traffic, sentiment scores) contains genuine alpha before committing to licensing fees and infrastructure investment. The agent is used during the trial period of any new data vendor.