An inauspicious start to the year has been especially troubling for high-tech manufacturing, software and services companies. The uncertainty in the economy right now is a universal burden, but high-tech firms that have spent more than a decade riding the wave up are suddenly faced with tough decisions and sizable threats to the top- and bottom-line. In this article, we uncover how AI and data science can help companies capture more margin and revenue despite external economic challenges.