INS and diabetes mellitus: However, due to the lag in innovations in diabetes technologies, some individuals living with diabetes leveraged off-the-shelf hardware connected with custom-built software and algorithms, combined with existing on-the-market insulin pumps and CGM, arriving at an automated insulin delivery system.