The invention provides a surgical sling assembly for implanting in tissue to provide anatomical support in a patient. The surgical sling assembly includes a sling and a biocompatible casing enclosing at least a portion of the sling. The biocompatible casing is absorbed by the patient's tissues after the surgical sling assembly is positioned within the patient's tissue to provide anatomical support.