Don't toss the neck and giblets after making the stock. Rather, finely chop them up and add to your gravy.
While turkey is roasting, place neck and giblets in a saucepan with water, carrots, celery, and onion. Season with salt and pepper, and simmer 1 hour. Pour through a fine sieve into a bowl (you should have 3 1/2 cups).