The two stars were spotted holding hands as they left Tramps nightclub in London after the rapper's concert nearby.
Drake and RiRi left the late-night lounge together and were seen getting into the backseat of the same chauffeured vehicle in the wee hours of the morning.
The "Pour It Up" singer sported a pair of sexy thigh-high boots, a white mini dress with a black overcoat and a black beanie for her evening outing.
Meanwhile, Drake looked dapper as ever in a gray trench coat that he kept buttoned-up and belted.
It's been a whirlwind trip to Europe for both Drake and Rihanna.
The two have been spending ample time together during his Would You Like a Tour world tour but have tried to keep a low profile wherever they go.
Just yesterday, the "Started From the Bottom" rapper stopped by Browns Focus retail store by himself to launch the exclusive pop-up shop featuring his own label October's Very Own.
The launch marks the first time his clothing line will be sold in the U.K.
Drake was on hand to say hello to his most die-hard fans and caused a huge swarm of devotees to gather outside the store.
A source told us, "The first 50 fans were able to come inside, meet Drake, and have their photo taken with him. Fans had been waiting outside the store for nearly 15 hours!"
"Thanks to Browns Focus for everything today," he wrote alongside a post on his Instagram page.
Sounds like things are going well in Drake's world!
—Additional reporting by Andrea Martinez