In a lowball glass, stir the bourbon, maple syrup, and bitters. Add a large ice cube.
Use a knife to remove a 1″ wide strip of the orange peel. Squeeze the orange peel into the drink to release the oils. Gently run the peel around the edge of the glass, then place it in the glass.