Objectives, requirements, and current data infrastructure
Data strategy aligned with your business goals
Appropriate hardware, software, and database technologies
Data storage structures and access mechanisms
Creating conceptual, logical, and physical data models
Developing ETL (Extract, Transform, Load) processes
Data quality management and performance tuning
Security measures and compliance with regulatory requirements