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Clarivate is a data, information, and software workflow solutions company serving customers primarily in academia, government, law, life sciences, and healthcare. The company was formerly part of Thomson Reuters before being sold to private equity as an independent company in 2016. In 2019, Clarivate went public on the New York Stock Exchange. Around half of the company's revenue is generated in the Americas, while Europe, Middle East, and Africa account for around a quarter.

Incorporated in 1911, International Business Machines, or IBM, is one of the oldest technology companies in the world. It provides software, IT consulting services, and hardware to help business customers modernize their technology workflows. IBM operates in 175 countries and employs approximately 300,000 people. The company has a robust roster of business partners to service its clients, which includes 95% of all Fortune 500 companies. IBM's products, including Red Hat, watsonx, and mainframes, handle some of the world's most important data workloads in areas like finance and retail.