Look into raw edge appliqué... I sometimes quilt prior to applying the appliqué but have never quilted over it. I go around each piece at least 4 times with a FMQ stitch.
One trick to the iron on fusible is to cut out the middle of it before you fuse it to the fabric taking the stickiness and hardness out of the middle.