In a medium bowl, whisk together sun-dried tomatoes, balsamic vinegar, garlic, and a pinch of salt. Let the dressing rest for a few minutes to allow the tomatoes to absorb some of the liquid. Add the arugula and toss with your hands to coat.
Cut the kaiser rolls in half and top evenly with the provolone cheese, chicken, and arugula mixture.