We developed three space-time models to predict the daily impact potential of mass movements on infrastructure in the Alps, distinguishing slides, flows, and falls. The basin-scale approach accounts for potential process paths and integrates meteorological, geo-environmental, and exposure information. Results indicate suitability for impact-based warning. We discuss the broad applicability of the modelling framework to other impacts and beyond the warning context.