datadirected

datadirected refers to a software development and design philosophy where the primary focus is on the data and its flow through a system. Instead of designing the system around the logic or the user interface first, the data structures, relationships, and transformations are defined and prioritized. This approach emphasizes understanding what data is needed, how it will be generated, stored, processed, and consumed.

In datadirected systems, changes to data models often drive changes in other parts of the application. This contrasts with more traditional approaches that might prioritize object-oriented structures or business logic. The goal is to create systems that are highly adaptable to evolving data requirements and offer clear insights into data provenance and transformations. This can lead to more robust data pipelines, better data governance, and improved data quality. The emphasis is on a clear and understandable data model that serves as the single source of truth.