Based in Pittsburgh but with facilities also in Germany, Edge Case Research specializes in software robustness testing for robotics, smart vehicles, and autonomous systems: autonomous system safety and autonomous vehicle safety. The Edge Case Research (Edge Case) approach to making autonomy safe is by delivering software and services to tackle the most complex AI safety problems. Formed by leading autonomy and safety experts from Carnegie Mellon University whworking fromthe assumption that safety should be built into all AI products from the ground up., thefirm's intelligent and fast robustness testing tools find safety problems in autonomous systems before they are fielded. The firm's client base spans beyond smart vehicles to address diverse markets,including aerospace, defense, consumer electronics, and industrial power systems.