Refresh & incremental merge
New data is merged into the existing cube, not rescanned from zero.
How refresh works
Because the cube stores mergeable sketches rather than raw aggregates, adding a new day of data is a merge operation, not a full rebuild. Refresh frequency is configurable per source, from hourly to daily.