Hepatic Arterial Infusion (HAI) chemotherapy most commonly entails the surgical implantation of a subcutaneous pump with a catheter that is inserted into the hepatic arterial system, allowing for the delivery of high-dose chemotherapy directly to the liver, typically given concurrently with systemic chemotherapy.