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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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Data Warehousing


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


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


What is the difference between a Data Warehouse and Data Lake?
Data warehouses and data lakes are two of the most used tools for storing and managing large volumes of data used by data engineers, business analysts, and more. Both have their advantages, but each performs a different role.
Jan 31, 20232 min read


No downturn in Cloud-Data Warehouse market
While economic forecasts for 2023 are focusing on a major slowdown in economic activity, all predictions for the data warehousing industry show the market continues to expand.
Dec 6, 20224 min read


Barry Devlin Interview Part 2
This is the second part of an interview by our Andrew Griffin, who spoke to Barry about his experiences, and his thoughts about the future of the industry.
Nov 4, 20219 min read


Improving your Data Warehouse Testing Toolbelt
During my time as a Data Engineer, I have observed first-hand the process of testing Data Warehouses, communicating the results between teams and how this presents new and interesting challenges to overcome.
Oct 6, 20213 min read


Why the Data Warehouse is becoming the Data Service
Most senior executives today recognise the need to drive more value out of their data. The question for systems architects and data engineers is how to deliver what the business requires. The traditional stereotyped view of a Data Warehouse as a repository tacked onto the side of the IT architecture to allow business reporting and analytics is way out of date.
Sep 19, 20192 min read
Hard or Soft Business Case for a Data Warehouse
Which business cases succeed in today’s hard-nosed business environment? Business cases for Business Intelligence and Data Warehouses have always been hard to quantify.
Mar 25, 20192 min read
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