Carl Lehmann is a senior research analyst in the 451 Research Applied Infrastructure & DevOps and Cloud Native research channels within S&P Global Market Intelligence. He leads coverage of process automation and integration in hybrid IT and cloud-native architectures, as well as how hybrid IT affects business strategy and operations. His research covers digital automation platforms (including workflow and business process management suites), robotic process automation technology, process discovery and mining technology, and hybrid integration platforms (including integration PaaS and application programming interface management).