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Signatures of physics beyond the Standard Model of Particle Physics can arise in a large variety of experiments. The full exploration of the parameter space of new physics models requires the consistent combination of experimental results in context of a well-defined statistical framework. We developed GAMBIT, the Global And Modular Beyond-the-SM Inference Tool, which is a framework to streamline and modularize new physics model explorations. After a general introduction, I will present preliminary results from our ongoing studies of axion dark matter and right-handed neutrinos.