Thanks to the increase in computing power, computational fluid dynamics (CFD) plays a central and growing role in the engineering design process for a wide range of applications. When the flow is turbulent however, a spectrum of approaches are available, ranging from direct numerical simulation (DNS) to Reynolds-averaged Navier-Stokes (RANS) approaches. These each have their particular ranking in terms of computational cost and predictive fidelity. A relatively new family of approaches has emerged, which targets computational capacities expected to become routinely available in the near future. These blend RANS and large-eddy simulation (LES) methods such that their respective advantages are complemented. One of the most popular such approaches is detached-eddy simulation (DES), which forms the object of this study. Within the EU project ATAAC (Advanced Turbulence simulation for Aerodynamic Application Challenges), the further development of the DES method is to be pursued. To this end, a wide range of test cases are to be computed, ranging from simple canonical flows through to complex, industrially-relevant configurations. Particular focus will be placed on the development of methods to reduce the computational cost and on the extraction of clear best practice guidance for industrial users.