There are only two main ingredients in Thai iced coffee: coffee and sweetened condensed milk. You can substitute unsweetened condensed milk, but the traditional drink uses the sweetened variety. Condensed milk has a thick texture and gives Thai coffee an almost smoothie-like consistency.