For the chai tea syrup: Make the chai tea syrup by bringing the water and sugar to boil over high heat. Stir constantly until the sugar is dissolved. Once the sugar is dissolved, remove from heat and steep the tea bags in the syrup for 15 minutes. After 15-minutes, drain the tea bags, remove from the pot, and allow the syrup to cool to room temperature. Store unused syrup in a tightly sealed container in the fridge for up to 3-months

Make the cocktail: To make the cocktail, place all of the ingredients in a whiskey glass and stir clockwise 40 times until all ingredients are combined. Top with ice and garnish with a cinnamon stick or star anise as desired.