Design sprints are particularly useful when starting a new project, exploring new ideas, solving complex problems, or when there is a need for rapid innovation and decision-making. They provide a structured framework for teams to collaborate, iterate, and validate ideas efficiently, ultimately leading to better-designed products and improved user experiences.