In this talk, I will discuss theoretical and computational strategies based on quantum mechanical calculations, aimed at predicting the physical properties of condensed and molecular systems suitable for the development of quantum technologies. Specifically, I will present results for spin defects in two- and three-dimensional semiconductors and insulators, obtained using both classical and near-term quantum computers, and I will discuss several predictions of complex oxides’ properties for neuromorphic applications.