RESOURCES
• Scalefree DataVault4dbt Open-Source Package
https://www.datavault4dbt.com/
• The Data Vault Handbook – Scalefree (2025) Free guide to Data Vault core concepts and modern applications. Provides an introduction to Data Vault pillars (architecture, modeling, methodology) https://www.scalefree.com/the-data-vault-handbook/ • Sparebank 1 - Sør-Norge Sucess Story (2025) Discover how the team overcame technical debt, implemented a dynamic, cost-saving deployment strategy, and achieved a competitive advantage https://scalefr.ee/sparebank1/ • dbt Developer Blog: “Data Vault 2.0 with dbt Cloud” (July 2023) Article by Rastislav Zdechovan & Sean McIntyre illustrating why Data Vault is useful and how dbt features (macros, testing, contracts, etc.) support Data Vault implementation https://docs.getdbt.com/blog/data-vault-with-dbt-cloud/ • dbt Labs Blog: “Understanding Data Governance for AI” Explains the critical role of data governance (lineage, metadata, quality) in successful AI deployments and how it ensures fairness and compliance https://www.getdbt.com/blog/understanding-data-governance-ai/ • Building a Scalable Data Warehouse with Data Vault 2.0 Book by Dan Linstedt and Michael Olschimke https://www.scalefree.com/knowledge/books/building-a-scalable-data-warehouse-with-data-vault-2-0/
About the Author Hernan Revale is a Senior Advisor and Head of Research at Scalefree, specializing in Data Vault and business intelligence solutions. With extensive experience in business consulting, Hernan has worked across areas such as data warehousing, strategic planning, and analytics. He is an active contributor to the field, having authored multiple pieces of content on Data Vault and business intelligence methodologies. Beyond consulting, Hernan has also an academic background as
university professor and researcher, with multiple presentations at conferences and publications in indexed journals. He holds a Master’s degree with Distinction in Business Analytics from Imperial College London and is a Certified Data Vault Practitioner (CDVP2).
ARCHITECTING THE FUTURE OF ENTERPRISE DATA
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