The Data Vault Handbook - Concepts and Applications

Disciplined Agile embraces evolution, working iteratively and incrementally to deliver value, allowing teams to shift between activities and continuously refine their approach. The focus on quality is another defining characteris- tic. High-quality solutions are prioritized from the beginning, and when data quality issues or technical debt arise, they are addressed at the root cause. This helps avoid compounding problems down the line. Every project is unique, so Disciplined Agile promotes a fit-for-purpose ap- proach, where teams tailor their methods to the specific challenges they face. Finally, this approach encourages everyone in the organization to adopt an agile mindset. Continuous learning and improvement are core to the meth- odology, ensuring that all team members—from developers to stakehold- ers—contribute to a flexible, evolving process that drives long-term success.

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