Adding box shadow to badge tooltip

All are native tooltips in our product have white color background and a box shadow. To have a common look n feel, we changed the default badge tooltip from PX to have a similar white background.

However, without a box shadow it now blends into the other content. Is it possible to add box shadows to badge tooltips?