Pinot drastically reduces the cost of queries, enabling unprecedented analytical capabilities. With LinkedIn processing 200,000 queries per second compared to traditional data warehouses, the shift to app-driven analytics empowers users to access real-time insights like never before. This transformation opens up new possibilities for leveraging data, allowing users to gain insights that were previously limited to internal teams.