Elasticsearch is a distributed search and analytics engine. It indexes and searches massive datasets in milliseconds. Beyond logging, it powers analytics dashboards: product search on e-commerce sites, financial transaction analysis, media recommendation engines. Core capability: aggregations. Ask complex questions like "which products sell most in Q2? Which regions have lowest margins?" and get answers in seconds on terabytes of data.