Data Development

Data development encompasses the design, development, and implementation of data structures, databases, and data systems that align with business requirements. Assessing data development helps ensure the organization has efficient and reliable data systems to support its operations and analytics.

Are data modeling and database design processes standardized and followed consistently?

What methodologies and practices are used for data system development?

Is there a version control mechanism in place to manage data system changes?

On-time and on-budget delivery of data development projects

Number of data-related defects or errors in production systems

Efficiency of data system performance and response times