Microsoft Fabric Blog

Driving actions from your data with Data Activator 

A new way to drive actions from your data 

See Arun Ulagaratchagan’s blog post to read the full Microsoft Fabric preview announcement.


Your data is only valuable if you can act on it. This means you need to generate insights from your data, then convert those insights into jobs to be done. If you are like many organizations, you meet this need today by manually monitoring a set of reports and dashboards. This can be time-consuming, and that time is multiplied across each department, region, and business unit in your organization. 


You can reduce the time involved through automated monitoring but, to date, automation has typically required writing code. Coding can be expensive and brittle, and the costs involved mean that few organizations have found it worthwhile to invest in automation. 


That is why we have envisioned a brand-new way to act on your data. We call it Data Activator. Data Activator is a no-code Microsoft Fabric experience that empowers the business analyst to drive actions automatically from your data. 


Putting Data Activator to use 

Data Activator can act on any type of data in Microsoft Fabric, from relatively slow-moving data in warehouses, to real-time streaming data in Azure Event Hubs. Here are a few examples of how you might put Data Activator to use in your organization: 

    • Sales: alert a sales manager if a particular customer is in arrears with their payments 
    • Inventory: check whether inventory levels for a particular product are sufficient, and notify an operations manager if not. 
    • IT Operations: automatically monitor data quality metrics and kick off remedial processes if those metrics are below target. 
    • IoT: automatically create an engineering support ticket if a refrigerator temperature is too high. 


How Data Activator works 

Data Activator drives actions through a 3-step process: 

  1. Connect to your data: Data Activator can connect to a wide range of data sources in Microsoft Fabric, from Power BI datasets, Eventstreams, and more. Once Data Activator is connected to your data, it continually monitors it for actionable patterns. 
  1. Detect actionable conditions: Data Activator gives you a single place to define actionable patterns in your data. These can range from simple thresholds (such as a value being exceeded) to more complex patterns over time (such a value trending down).  
  1. Trigger actions: When Data Activator detects an actionable pattern, it triggers an action. That action can be an email or a Teams alert to the relevant person in your organization. It can also be triggering an automatic process, via a Power Automate flow or an action in one of your organization’s line-of-business apps. 
Figure 1: How Data Activator Works


Get started with Data Activator

You can create a Data Activator trigger directly from within Power BI. Just click a visual, then choose “trigger action” to create an alert on that visual’s data. For real-time streaming data, just point Data Activator at your Event Hub.

Figure 2: Data Activator within Power BI (left). Connecting to Event Hubs (right)


Designing Triggers

Data Activator’s trigger designer lets you define trigger conditions with a visual, no-code tool. Here, a trigger sends a Teams notification if a machine on the factory floor is vibrating too much:

Figure 3: Data Activator’s no-code trigger designer


Sign up for the Data Activator preview!

Data Activator is currently in preview. To get the preview, first get Microsoft Fabric (see below for details). Then, sign up for the Data Activator preview at  We would love to hear from you! 


How to get Microsoft Fabric

Microsoft Fabric is currently in preview. Try out everything Fabric has to offer by signing up for the free trial—no credit card information required. Everyone who signs up gets a fixed Fabric trial capacity, which may be used for any feature or capability from integrating data to creating machine learning models. Existing Power BI Premium customers can simply turn on Fabric through the Power BI admin portal. After July 1, 2023, Fabric will be enabled for all Power BI tenants.


Sign up for the free trial. For more information read the Fabric trial docs.


Other resources

If you want to learn more about Microsoft Fabric, consider:   

Related blog posts

Driving actions from your data with Data Activator 

September 29, 2023 by Ryan Majidimehr

Welcome to the September 2023 update. We have lots of features this month including updates to the monitoring hub, Fabric Metrics app, VS code integration for Data Engineering, Real-time data sharing and many more. Continue reading for more details on our new features! Contents Core Monitoring hub – column options OneLake OneLake file explorer (v.1.0.10) … Continue reading “Microsoft Fabric September 2023 update”

September 27, 2023 by Pawel Potasinski

Microsoft Most Valuable Professionals, or MVPs, are technology experts who passionately share their knowledge with the community. The Microsoft Fabric team presents you with the “Azure Synapse MVP Corner” blog post in which we highlight selected content recently created by MVPs.