A special thank you to Duncan Stewart, Jeff Loucks and Paul Lee for their leadership.
Thank you to the following Deloitte professionals for developing research, analysis and ideas: Adam Gogarty, Adam Routh, Adnan Amjad, Adrienne Himmelberger, Alice John, Alison Hu, Amit Kumar Singh, Amy Clarke, Ankit Dhameja, Ariane Bucaille, Arun Perinkolam, Avishek Swain, Baris Sarerer, Ben Shapiro, Ben Stanton, Beth Rae Rosenstein, Bree Matheson, Brooke Auxier, Casper Stap, Catherine King, China Widener, Chris Arkenberg, Christie Simons, Clement Cabot, Colin Soutar, Dan Hamling, Dan Hamling Littman, Danny Ledger, Deborah Golden, Dhruv Garg, Dieter Trimmel, Dilip Krishna, Duncan Stewart, Eliza Pearce, Elizabeth Fisher, Emily Mossburg, Esakkimuthu Vélusamy, Freedom-Kai Phillips, Gillian Crossan, Gopal Srinivasan, go Santos Pinto, Itan Barmes, Jack Fritz, James Savage, Jason Williamson, Jeff Harris, Jeff Lourcks, Jennifer Haskel, Jeroen Kusters, Jim Thomson, Joe Mariani, Johannes Truby, John Levis, Kannan Ramakrishnan, Lara Abrash, Lizzie Tantam, Mark Nace , Marlene Motyka, Michael Steinhart, Mitesh Gursahani, Nik Jethi, Nikhil Roychowdhury, Nina Zhang, Paul Lee, Pete Giorgio, Prashant Raman, Rebecca Wood, Ricky Franks, Rohan Gupta, Roxana Sabthagiri Saravanan Chando, ,, Sophia Atkinson, Stacy Hodgins, Stephen Winsor, Steve Fining, Susanne Hupfer, Suzanna Sanborn, Thomas Schlaak, Tim Bridge, Tim Davis and Zoe Burton.
And we thank the following professionals for their support for research and analysis: Akash Chatterji, Akash Rawat, Akshay Jadhav, Negina Rood, Pankaj Bansal, Shreeparna Sarkar and Vipul Mehta.
In addition, we would like to thank Jeff Stoudt and Michelle Dollinger for helping us with project management, Gautham Dutt and Jaime Austin for their support for design. Our thanks also to the team of Deloitte Insights (Andy Bayites, Blythe Hurley, Melissa O’Brien, Molly Piersol, Prodyut Borah and Shambhavi Shah) for their solid support to help us publish this report. Thanks to Kristen Tatro, Daniel Upshaw and Alison Zink for marketing and public relations support.