Steep the Earl Grey tea bags in boiling water for 5 minutes, then remove the bags and let cool.
Fill a large pitcher with ice.
Add cooled tea, bourbon, lemon juice, and simple syrup to the pitcher.
Stir well to combine.
Pour into glasses filled with ice and garnish with lemon wheels.