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We introduce viscosity solutions to some monotone nonlinear PDEs, and the particular case of control problems. This class of equations can be extended to some metric spaces, provided one has well-posedness of controlled dynamical systems, and a first-order calculus. We discuss the cases of CAT and CBB spaces, with a particular focus on the Wasserstein space.