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The key to delivering optimal experiences to every user is to comprehensively measure and react to changes in their Quality of Experience in real-time. But, that can mean scanning millions of unique user data points to identify anomalies, detect patterns, and address the root causes of issues. It's becoming more difficult for operations teams to keep up with the speed and scale of user data they need to analyze. That’s where AI comes in.

In the fast-paced world of digital streaming, the ability to scale and adapt is crucial for delivering high-quality user experiences. With millions of users engaging with dozens of apps at a time, operations teams need the scale and agility to monitor and optimize every individual user experience in real-time. It’s a massive scale challenge.