Overview of the TDLIGHT workflow for incrementally arriving catalog streams. New catalogs are crossmatched against a reference table and appended to a source-centered light-curve database. As each source accumulates new observations, the system retriggers feature extraction and classification, and writes high-confidence results back to the database before the full light curve becomes available.