Tapentadol tablets are used to treat moderate to severe acute pain (pain that begins suddenly, has a specific cause, and is expected to go away when the cause of the pain is healed). Tapentadol extended-release tablets are used to treat severe neuropathic pain (pain caused by nerve damage) in people who have diabetes.