Abstract: An extract-transform-load (“ETL”) pipeline configured to act on dynamic supply chain data for a subject organization is described. The pipeline is made up of (1) a number of ETL transform nodes, and (2) a number of tables. Tables in a first group are each established to be populated by one of the ETL transform nodes based upon content of one or more feeder tables of the ETL transform node. A distinguished one of the ETL transform nodes specifies an insight mechanism to be invoked by the distinguished ETL transform node with contents of the distinguished ETL transform node's one or more feeder tables to populate the corresponding table with a derived insight result. When the distinguished ETL transform node operates within the ETL pipeline, the specified insight mechanism can be invoked to populate the table established to be populated by the distinguished ETL transform node.