In a medium bowl, combine sugar, coffee, and water. Whisk vigorously until mixture turns silky smooth and holds its shape.
Fill a glass most of the way full with ice and add bourbon then top with milk. Dollop the whipped coffee mixture on top, the top with ground cinnamon and enjoy!