Design intentions guide design efforts but complex systems can lead to designers’ intentions being eclipsed. Artificial Intelligence (AI) systems are examples of complex sociotechnical systems that exercise self-learning, innovation and creativity that can exceed their designers’ imaginations. This paper’s proposition is that sociotechnical systems design offers scope for improved reliability and is built on several illustrated features of current design practice, using AI as an example design domain.