Extreme precipitation poses a risk to the Alpine region as it can trigger geohydrological hazards, such as floods, debris flows, and landslides, with serious impacts on people and their activities. This study focuses on a transboundary Alpine area between Italy and Austria and evaluates data and methods for detecting past precipitation extremes corresponding to hazard occurrences. The results can inform risk managers and support methodological choices for developing early warning systems.