A new and distinct cultivar of grapevine (Vitis vinifera) plant named ‘Tawny Seedless,’ characterized by its strong plant growth vigor, high fertility, high resistance to rain, exceptional post-harvest shelf life, low requirement for labor, large fruit size with round shape, firm fruit with good flavor. This combination results in a higher quality fruit with a later availability than other varieties.