In this episode, we tackle a critical question for data professionals: When is Data Vault *not* the best choice for building a data warehouse? We discuss:

00:07 – When a data warehouse might not be needed

00:36 – The complexity of multiple source systems

03:49 – When Data Vault might be overkill

04:20 – Dealing with massive, unstructured data streams

06:31 – The need for data integration to justify Data Vault

07:36 – The importance of a conceptual understanding of data

10:02 – Key takeaways for choosing the right approach

10:38 – Outro & next steps

🔗 Links & Resources:

👉 Explore our resources on data warehousing methodologies: [Insert relevant link here]

👉 Learn more about Data Vault principles: [Insert relevant link here]

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