Aviation growth is challenging airport and airspace operations and introducing greater safety risks due to the increase in volume and complexity of operations. SafeClouds explores how artificial intelligence can improve operational safety by providing predictive analytics on a variety of scenarios. This allows better design of operations and raises awareness of hidden threats; this can, in turn, lead to new operational procedures that increase airports and airspace capacity while improving safety and accommodating traffic growth.