Tom Cruise and Ana de Armas have been spotted together on multiple outings in recent months, and a source tells PEOPLE what's really going on between the two actors.

The “Top Gun” actor was previously married to Mimi Rogers from 1987 to 1990, Nicole Kidman from 1990 to 2001 and Katie Holmes from 2006 to 2012.

Turns out, during their recent outing at the London Heliport last week, de Armas and Cruise were joined by director Doug Liman. For those wondering, Liman has directed dozens of films, including two films Cruise has starred in: Edge of Tomorrow and American Made .