The end of a Azure Data Platforms era, and the future with Databricks- and Fabric-centric architectures

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Recent announcements were a final call for many of us to change how we think about design of modern data platforms. The question is, are you ready, and what about your current real-estate?

In this post I want to go over recent changes, and what they mean for us architects and platform owners.

Intro

The whole thing is a little bit rough, but the signals were there for quite some time.

Main things that happened over last 2 years were

2 years ago Microsoft Fabric was announced with a mission to replace Azure as a platform for Data & Analytics
1 year ago Microsoft removed all Azure Data role certifications
This year, entire documentation regarding Cloud-scaled Analytics & Data Landing Zones was removed from the Microsoft Learn

So it should not come as a surprise that this is finally here. But what is surprising is how fast this happened, especially the recent documentation removal.

March 2026 Announcement

Let’s start by unpacking the latest announcement, which is obviously a final nail to the coffin.

Here is the screenshot of the announcement

Three things to notice here

March 2026 news cloud-scaled analytics was deprecated
New guidance is called Unified Data Platform with Microsoft Fabric being the center of attention
April 2026 the entire cloud-scaled analytics, including data landing zones were removed from the docs!

What is a bit shocking here how brutal that change was. Docs were not just noted as (Deprecated) and recommended to follow the new approach, but completely removed.

What if I’m still in Azure

If you are still running your data platform on Azure, like many of us, remember that Microsoft docs were always a publicly available and open sourced on GitHub. If you need to find some docs from the past, they are available on their github on the last commit before April 30th.

Ref: Microsoft Learn docs GitHub from 29th of April

This isn’t solving anything, but at least you still got access to the docs that you might need on your platform. Even if you plan to move, you are here and now, and this might be very helpful thing to have.