Data Architecture

• Guidelines/Standards

• Application/DB Framework

• Modeling

• Application functionality

• Security

• Audit

• History

• Archival

• Purge

• Communication

• Performance

• Reporting

• Analytics

• Proper error handling

• Debugging

• Documentation

• Versioning

• Manual updates