Bloom, 37, who split from wife Miranda Kerr last year, was spotted with the 'Safe House' actress at a bar in Los Angeles on January 28, reported Ace Showbiz.
In some photos obtained by the site, Bloom can be seen offering his hand to the woman wearing a white helmet. She took the seat and the two then sped away on the Ducati motorcycle.
"Orlando and Nora were in the bar for about two hours enjoying some drinks and talking. They sat at a corner table together and weren't joined by anyone else," a source said.
Bloom and Kerr announced their separation in October after three years of marriage.
