While data recovery is generally safe and effective, there are potential risks such as further data loss if recovery attempts are made using improper methods or tools, physical damage to storage devices during the recovery process, and the inability to recover data if damage is severe or irreversible. It's crucial to work with experienced professionals to minimize risks and maximize successful recovery outcomes.