IBM is the leading hybrid cloud and AI company, serving clients in 150 countries around the world. IBM is also one of the world’s most vital corporate research organizations, with 28 years of patent leadership. Above all, guided by principles of trust and transparency and support for a more inclusive society, IBM is committed to playing an essential and transformative role in the world. For more information, visit ibm.com.