Software as a service (SAAS) services featuring software using artificial intelligence (AI) for reviewing clinical documentation to identify potentially missed billable medical services, generating medical billing recommendations and explanatory rationale, and managing workflows for review of such recommendations in the field of medical billing and healthcare revenue integrity.