Study demographics Industry representa�on (12) Life Sciences Logis�cs n=90 n=59 Manufacturing Energy & Resources Retail n=90 n=166 Consumer n=80 Healthcare n=184 n=95 U�li�es Technology Packaged Goods n=89 n=106 Communica�ons, Media Travel & Hospitality & Informa�on Services n=67 n=86 Banking, Financial Services & Insurance n=160 51