Preheat oven to 375 degrees.
In a small bowl, combine first 5 ingredients (garlic through salt and pepper); spread mixture over the surface of the tenderloin and the fennel bulbs.
Place them on a large baking sheet; bake for 25 to 30 minutes or until tenderloin is no longer pink in the center.