In this talk, we will look into YTsaurus, an open-source platform for distributed data storage and processing, capable of handling different kinds of workloads: from machine learning to fast analytical queries, from batch processing to low-latency transaction processing. We will cover the architecture of the platform, its scalability and capabilities, focusing on the benefits of a unified approach to data processing.