Data Validation: Use validation rules to ensure accuracy when data is entered. Regular Audits: Conduct regular audits to identify and correct issues. De-duplication: Use tools to merge duplicate records. Data Cleaning: Periodically update and clean the database. Backup and Recovery: Implement robust backup and recovery solutions.