Microsoft Fabric Updates Blog

Announcing RTI End-to-End Sample

A typical RTI scenario in Fabric involves the following:

  • Ingesting data with Eventstream
  • Transforming this data as it arrives with Evenstream or Eventhouse
  • Deduplicating the records with Eventhouse
  • Creating aggregate view with Eventhouse
  • Acting on the data with Data Activator

As a demonstration of this end-to-end scenario, we’ve created Fabric Notebook that can deploy this in a matter of minutes. This notebook is taking advantage of the existing Microsoft Fabric APIs along with the existing sample datasets in Eventstream. After running the notebook you will have NYC Taxi data being ingested via Eventstream, stored and transformed in Eventhouse, and a Data Activator setup and ready for you to configure alerts.

This let’s you

  • Quickly set up a demo environment to either learn about RTI or demonstrate to your team/clients. Direction on deploying this in your Fabric environment can be found here.
  • Understand how to leverage the Microsoft Fabric APIs to deploy items in Fabric utilizing the deployment walkthrough.

Next Steps 

Related blog posts

Announcing RTI End-to-End Sample

April 22, 2026 by Xu Jiang

Coauthor: Nikola Zagorac In today’s data-driven world, the ability to capture and act on data changes in real time is a competitive necessity. From financial services processing millions of transactions per second to e-commerce platforms tracking inventory and customer behavior, real-time data streaming has become the backbone of modern decision-making—and nowhere is this more critical … Continue reading “Stream SQL Change Events to Microsoft Fabric Eventstream with Change Event Streaming for Real-Time Analytics”

April 22, 2026 by Brad Watts

Empowering customers with enhanced security and control. This milestone marks a significant step forward in empowering our customers to take control of their data security and compliance needs within the Eventhouse platform. With CMK, you can manage your own encryption keys, providing an added layer of security and flexibility. This feature allows you to meet … Continue reading “Customer Managed Keys (CMK) for Eventhouse (Preview)”