Author Katie VisalliResearch AnalystAuthor Lydia LoResearch AssociateAuthor Solomon GreeneSenior FellowAuthor Robert I. LermanInstitute FellowAuthor Graham MacDonaldChief Information OfficerVice President for Technology and Data Science