Place oranges, coconut milk, and cinnamon in a Vitamix, high powdered blender, or food processor. Process until smooth and all ingredients are combined, about 1 minute.
Transfer to a medium sized resealable bowl. Stir in chia seeds until combined. Cover and refrigerate for 3 hours or overnight.