Abstract: The subject methods and systems comprise data processes and analytics enabling the development of metrics to assess complex systems, including index-based methodologies customized to user preferences. Indices can be rapidly generated by using coordinate-based data tags in the conversion of qualitative measures to quantitative metrics and applying analytical methods to those metrics with customized exposures, including to thematic, sectoral, product, and environmental measures.