Systems for culture cartography

A system that provides quantification and mapping of cultural characteristics 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 a server farm, the warehouse including a plurality of databases selected from at least one of:
• a data management system database, one or more client databases;
• qualifier metadata;
• peer network metadata;
• and data management system historical data, the data management system coupled to the plurality of physical assets and the data server farm, the data management system including the data warehouse coupled to the server farm and at least a portion of the plurality of physical assets, the warehouse including a plurality of databases for at least a portion of the physical assets, the data management system uses multi-dimensional analysis to predict changes and make changes for relative to a study for at least one of a physical asset;
• a user interface that includes a user input portal and a reports display, the server farm configured to transform raw data into a format usable by the data management system and pass it to the data warehouse, the user interface coupled to the data management and system;
• a scenario builder that uses defined relationships between one or more user-prioritized lenses and incoming data to determine possible short-term and long-term responses to at least one of client facilities and operations that the physical assets wherein short-term responses are developed by a response developer and are passed to a report generator that affect the everyday operations of a facility, and a long-range response developer directed to modification of physical assets, the response developer predicting outcomes and makes changes for at least a portion of the plurality of physical assets in response to the multi-dimensional analysis, where the multi-dimensional analysis is defined as analysis that compares, calculates and performs a correlation on at least a portion of the plurality of physical assets and their attributes from at least two distinct dimensions, where a time and value are used to understand how the plurality of physical assets change over time;
• wherein a comparison graphic output predicts outcomes and make changes for a renovation of at least a portion of a plurality of physical assets, where 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.