During her fellowship, Williams investigated think tanks, building the first database to track money they receive from corporations and foreign governments and shedding light on how some partner to try and influence public policy and opinion. In 2014-15, as a fellow with the Project on Public Narrative, Williams continued her reporting on think tanks as well as launched a nationwide, data-driven investigation of federal prosecutors.