Therefore, readers are advised to consult with the providers directly for the most current information and to perform their due diligence when making decisions related to their business needs. ISG makes no representation or warranty as to the accuracy or completeness of the information provided in this report and shall have no liability for errors, omissions, or inadequacies in the information contained.
Information Services Group Inc. is solely responsible for the content of this report. Unless otherwise cited, all content, including illustrations, research, conclusions, assertions and positions contained in this report were developed by, and are the sole property of Information Services Group Inc. The research and analysis presented in this report includes research from the ISG Provider Lens™ program, ongoing ISG Research programs, interviews with ISG advisors, briefings with services providers and analysis of publicly available market information from multiple sources. The data collected for this report represents information that ISG believes to be current as of July 2021, for providers who actively participated as well as for providers who did not. ISG recognizes that many mergers and acquisitions have taken place since that time, but those changes are not reflected in this report. All revenue references are in U.S. dollars ($US) unless noted. The lead author for this report is Manoj Chandra Jha. The editors are Ipshita Sengupta and Grant Gross. The research analyst is Katharina Kummer and the data analyst is Vijayakumar Goud. The Quality and Consistency Advisor is Anthony Drake.