An in-memory query engine loads data into system RAM instead of reading from disk, dramatically improving query response times. It enables fast aggregations, filtering, and analysis across large datasets. Tellius uses a high-performance in-memory engine to power AI-driven exploration, diagnostics, and search at lightning speed.