Weight Reduction for the Overweight Horse Horse owners play an important role in controlling their equine companion’s weight. Good feeding and nutrition management, a regular exercise program for your horse and equine veterinary care are essential to keeping your horse fit and healthy. Maintaining your horses’ ideal weight is not always an easy task.