In this video, Tim Berglund from StarTree discusses Apache Pinot™, focusing on its role in user-facing analytics. Apache Pinot is characterized as a real-time distributed OLAP datastore, designed to deliver ultra low-latency analytics with high throughput. Berglund outlines how the platform enables quick querying of large datasets, emphasizing its scalability and performance. Additionally, he touches on its applications in user-facing analytics, machine learning, and custom internal solutions.