Rydberg atoms provide both quantum metrological and computational applications, but despite the efforts, the combination of the two has not yet translated into practical applications. Here, the authors demonstrate a microwave-sensing protocol based on collective Rydberg states, where the interatomic interactions allow implementation of inherent error protection.