#81: How to Build Modern Data Architectures
Feb 26, 2025A big moment for every company is when they finally decide to really invest in a data architecture.
Maybe it's completely greenfield.
Or maybe there's already something in place but it desperately needs an upgrade.
Either way, this can be a really exciting time... but also kind of overwhelming.
There may be a ton of data sources you know you need to set up.
There are expectations from stakeholders.
And then everything in the middle around how to actually model and create an end-to-end pipeline.
So in today's video I want to share the approach that I often take with clients which is what I like to refer to as Output Led Engineering.
It's a strategy that not only helps you set foundations from the start...
But also helps narrow the scope so you don't get totally overwhelmed.
All while also delivering results to the business fast
Enjoy.
Key Topics We'll Cover:
- A strategy to implement a well-structured, foundational data pipeline
- How to avoid scope creep when getting started
- Why this strategy helps you deliver results faster
Looking for more? Here are 2 other ways I can help you:
1. Simple Stack Academy: Join 100+ students in an end-to-end, project-based training. Simple Stack Academy teaches you a 5-Step Framework to design, build & automate reliable end-to-end data architectures using modern tools like dbt & Github. Ideal for both data engineers looking to advance their careers and data team leaders looking for a clear strategy to follow.
2. Consulting Services: Get personalized support to properly implement a well-structured, scalable, and maintainable data architecture at your company. Whether starting from scratch or migrating a legacy design, you'll get custom support each step of the way to make sure it's done right.