To create the chai syrup, boil all ingredients together for a few minutes until it starts to reduce slightly. Strain.
Add whiskey to a whiskey glass, add warm chai, lemon juice and bitters. Stir and garnish with lemon and a cinnamon stick. Top with extra boiling water and honey if desired