Implementing an AI-based solution is primarily a technological challenge. Meanwhile, concepts for new products or functionalities are often born in the headsof designers. Is it possible to provide designers with a workshop that allows them totake a realistic look at the possibilities of Machine Learning? Or should we instead provide developers and architects with a design workshop, so that they can be theones to look for applications of AI and recognize the risks of its use? Let’s discuss Human-Centered AI and the role of collaboration between designers anddevelopers in building the next wave of better Artificial Intelligence products.