System and method analyzing business intelligence applied to physical assets and environment factors

A method for analyzing business intelligence applied to at least one of physical assets and environment factors, comprising:

• a plurality of physical assets;
• a data management system that includes an extract transform load (ETL) that includes a physical asset data analysis validator which determines if data from at least a portion of the plurality of physical assets meets value thresholds, if yes the data is sent to a data warehouse of the data management system, an adaptive platform that includes one or more analytic engines for at least a portion of the plurality of physical assets, and a report builder coupled to the plurality of physical assets, a data warehouse, an adaptive platform that includes one or more analytic engines, a data analysis evaluator, the data warehouse coupled to the server farm, the warehouse including a plurality of databases selected from at least one of:
• a data management system database;
• one or more processors of the data management system correlating data from the multi-dimensional analysis and organizing a plurality of streams of data into their items and their attributes;
• using a computing system that includes one or more processors of a data management system for at least one stream of data selected from at least one of physical assets and environment factors;
• using one or more analytic engines to receive the items with their attributes from the data management system and provide multi-dimensional analysis relative to a scale of study for at least one physical asset and environmental factor;
• using a data analysis evaluator to determine a quality score for information generated by the analytic engine, the data analysis evaluator having evaluator logic for calculating a quality score for the information generated by the analytic engine, with the score being based on qualifier metadata referenced in a data qualifier of the ETL;
• using one or more sensor inputs from sensors to provide sensor input selected from at least one of:
• an account attribute category, an anomalous load sensor input category, a calculated status input category, a current analysis sensor input category, a missing data sensor input category, a disconnected sensor input category, a measurement device event sensor input category, a monthly measurement device anomalous load sensor input category, a monthly measurement device consumption on inactive sensor input category, an outage sensor input category, a stolen measurement device sensor input category, an unusual production sensor input category, a work order sensor input category, or a zero reads sensor input category, the sensor input providing a feedback loop to the data management system for business intelligence;
• a user interface that a user uses to interact with the data management system, the user interface providing at least one of:
• a graphic display, query navigation, and a report output;
• and
• short-term responses are developed by a recurring response developer and a long-range response developer predicts outcomes based on changes to at least a portion of the physical assets, the long-range response developer produces models that create physical renovations of fixed physical assets, the long-range response developer sending a report of the renovations to the user interface for presentation to the user.