The disclosed principles provide on-demand systems and related methods for identifying, categorizing, calculating, formatting, aggregating, linking, and visualizing multi-dimensional data in an interactive simulation environment. Simulation results are customized for each end-user based on selection criteria provided by the end-user via interactive network-based dashboards. The disclosed principles may be deployed either as an on-demand or SaaS deployment, public or private, or on the user's own servers. Business data for any number of businesses, executives, employees and individuals may be provided by any data source including customers/subscribers. The disclosed system/service does not rely on data provided from end-users, such as personal contact databases, electronic rolodexes, career job sites, or business or social media networking websites. Instead, the disclosed principles provide an aggregation of data in any of a number of categories to end users for their use in identifying relationships between, for example, employers, customers, competitors, prospects, partners, vendors, business consultants, investors, mergers, executives, employees, clients, and individuals.