Abstract: A private cloud-based processing pipeline apparatus and method for its use is disclosed. A first load balancer directs data packets to one of a plurality of collectors. The collectors authenticate the data packet. Then a second load balancer receives the data packet from the collector and to direct the data packet to one of a plurality of extract transform load (ETL) frontends, where the data packet is converted from a platform dependent form into a platform independent form and loaded into a queue. Handlers then process the converted data packets. It is emphasized that this abstract is provided to comply with the rules requiring an abstract that will allow a searcher or other reader to quickly ascertain the subject matter of the technical disclosure. It is submitted with the understanding that it will not be used to interpret or limit the scope or meaning of the claims.