Combine rice, water, and almonds in a blender. Blend the mixture until well combined, about 2 minutes. The mixture will be coarse.
Strain mixture through a fine sieve or cheesecloth into a pitcher; discard solids. Stir in cold brew concentrate and blue agave.
Serve over ice. Garnish with cinnamon sticks.