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Ideas for Modern Data Teams
This blog is where we share what's working (and what's not) across modern data architecture, data engineering, and business intelligence.
You'll find:
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Practical tips and examples from real-world projects
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Tools we actually use
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Opinions and insights from our team
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Updates from our products and community

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How to learn Data Vault
Staying ahead of your competition is not just an advantage—it's a necessity. For Business Intelligence managers, data engineers, and IT executives, understanding and adopting Data Vault can be a crucial part of doing that.
Jan 25, 20243 min read


Data Vault vs Bill Inmon: a comparison of data warehousing methods
In the world of data and business, your choice of a data warehousing methodology can significantly impact your organisation’s ability to harness data for strategic decision-making.
Jan 16, 20245 min read


What are Data Contracts?
In this blog, we will delve into data contracts, focusing on the implementation strategies, best practices, and their crucial role in navigating a highly distributed and agile data ecosystem, specifically Data Vault.
Jan 12, 20245 min read


9 Hard Problems in Agile Data Warehousing and How to Address Them
What are the “hard problems” that your team is dealing with? First, you may ask “what are hard problems?”. Scott Ambler – agile data coach and consulting methodologist – outlined exactly what he means.
Nov 28, 20234 min read


Demystifying Data Vault for Non-Technical Users
In the constantly evolving landscape of data management, Data Vault has emerged as the platform of choice for large corporations worldwide. However, its impact extends far beyond IT departments.
Sep 4, 20233 min read


Unlock the Power of Testing in Data Vault 2.0
Testing is vital to any successful Data Vault 2.0 project. It helps you build robust and trustworthy data solutions. In a recent Data Vault User Group meet-up, our Data Engineer, Chris Fisher, spoke on the role of testing in a Data Vault project.
Jul 25, 20233 min read


How to Migrate to a Data Vault Data Platform
Data warehousing has long been the backbone of business intelligence and analytics. Traditional approaches like the Inmon and Kimball methods have served organisations well in building centralised data repositories.
Jul 18, 20234 min read


Data Vault 2.0 in action: The Insurance Industry
In the insurance industry, data management poses significant challenges that can hinder efficiency and growth.
Jul 4, 20233 min read


How AutomateDV can help build your Data Vault
We recently rebranded our popular Data Vault automation tool from dbtvault to AutomateDV. The open-source tool provides an opportunity for anyone to build a Data Vault.
Jun 30, 20232 min read


Can a small data team have a big business impact?
It’s easy to assume that “bigger is better” when it comes to the size of your data team. With everything that comes with being part of a data team, many people assume that a small team struggles to handle it all.
Jun 7, 20236 min read


Data Vault and Data Lineage: Understand the journey of your data
Understanding the journey of your organisation's data is essential to making informed decisions. This process is known as data lineage.
Jun 1, 20232 min read


5 ways Data Vault can elevate your online business
Data Vault 2.0 is a method and architecture for delivering data analytics services to an enterprise supporting its business intelligence
May 8, 20232 min read
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