1. An expert integrated system comprising: a plurality of deployments; and an analytics platform; and a subnet that is at least substantially limited to providing communication between the analytics platform and a set of management nodes of the deployments of the plurality of deployments, wherein the subnet extends across a plurality of clouds; and a presentation module to present at least a portion of the analytics output data in human understandable form and format wherein; each deployment is respectively characterized by a plurality of patterns, with each pattern representing a set of data processing tasks; each deployment includes a plurality of virtual machines programmed to perform the data processing associated with the deployment's plurality of patterns; each deployment further includes the set of management nodes structured, programmed and/or connected to manage the deployment's plurality of virtual machines; the analytics platform is structured, programmed and/or connected to collect analytics input data from the set of management nodes of each deployment of the plurality of deployments; and the analytics platform is further structured, programmed and/or connected to perform analytics processing, under a pipe analytics module, on the analytics input data to provide analytics output data that relates to operational performance of each deployment, wherein the pipe analytic module provides an architecture that defines and executes a pipe with a sequential search, modification/cleansing of searched data, and visualization of the data using a single thread request/response paradigm.