According to E! News, Perry was in Dubai for her Witness world tour, taking some time out to meet up with Bloom in the tropics.
"It's a few hours away and Katy wanted to stop there since it was pretty close," a source told the site.
"Katy and Orlando have never lost touch and it's nothing serious," they continued of the relationship.
"They keep in contact frequently and Orlando is understanding of her crazy schedule right now. It's pretty casual between the two."
We don't know about you, but we don't see much 'casual' about a trip to one of the most romantic places in the world. Get back together already, love birds!