Integrity must be maintained in order to avoid patient safety, customer service, risk management, legal and other issues. MPI cleanup process - uses matching algorithms to identify and fix these problems. 3 types: are often part of the MPI application: a DETERMINISTIC algorithm requires an exact match of combined data elements such as name, birth date, sex, and social security number..