“Artificial intelligence (AI) technologies are complex sociotechnical systems that, while holding much promise, have frequently caused societal harm. In response, corporations, non-profits, and academic researchers have mobilized to build responsible AI, yet how to do this is unclear. Toward this aim, we designed Judgment Call, a game for industry product teams to surface ethical concerns using value sensitive design and design fiction. Through two industry workshops, we found Judgment Call to be effective for considering technology from multiple perspectives and identifying ethical concerns. This work extends value sensitive design and design fiction to ethical AI and demonstrates the game’s effective use in industry.