Snowflake is a cloud-based data platform that helps organizations store, process, and analyze massive amounts of data efficiently. It solves problems like slow scaling, complex infrastructure management, and limited performance in traditional data warehouses by separating storage and compute, enabling faster analytics, easier scaling, and cost optimization.