scottio, my kids had diary allergies and we used a product called mimiccreme to mix with rice milk to achieve a higher fat content. http://www.mimiccreme.com/
It is nut based and it works well in baking, so i'm pretty sure it could take the heat. Downside it that it is outrageously expensive and...