The HLRS 2019 Annual Report provides a wealth of information about our activities over the past year. Highlights include a look at steps HLRS has been taking to seize new opportunities offered by artificial intelligence, spotlights on new collaborations, programs, and technologies at the center, and reports on applications of HLRS computing resources for scientific discovery and industrial research.