Abstract: A private networked database system utilizing mobile devices offers centralized access, reconciliation, and sharing of data, for example consumer immunization information. The system provides technical features not previously available, including bidirectional data transmission and replication across government-controlled databases located in multiple states.

Abstract: Systems, methods, and articles of manufacture for monitoring and assessing health record data quality are disclosed. The system monitors and assesses health record data quality in an on-boarding environment and/or a production environment. The system ingests health record data transmitted by various health record data sources. The system monitors the ingestion of health record data to detect data quality errors occurring during the ingestion. Based on the data quality errors, and in response to detecting one or more data quality errors, the system generates a data quality score that can be used to determine the overall quality of data being ingested into the system.