Yes, faulty hardware can indeed cause the System Service Exception error. Issues such as bad sectors on the hard drive or malfunctioning RAM modules can lead to system instability and crashes. Performing a comprehensive hardware checkup and seeking professional assistance can help identify and resolve hardware-related issues.