Humans and machines have to join strengths to make sense of complex data and address the challenges of data-driven decision making. Sometimes, a picture can say more than 1000 words. Usually, systems are only smart when they are able to understand the user. Always, understanding the machine is better than trusting a black box. We research and develop systems that bridge the gap between the user – layman or expert – and the machine.