Author Katie VisalliResearch AnalystAuthor Lydia LoResearch AssociateAuthor Jonathan SchwabishSenior FellowAuthor Solomon GreeneSenior FellowAuthor Graham MacDonaldChief Information OfficerVice President for Technology and Data Science