A system for resource performance management, comprising a network-connected data collection service adapted to receive data from a plurality of resources, a network-connected data aggregation and reporting service adapted to aggregate resource-related data on at least temporal, organizational, geographic, and resource-specific dimensions, a network-connected initiative modeling service adapted to facilitate modeling by a user of a plurality of resource-related initiatives, and a network-connected initiative monitoring service adapted to receive data from one of the data collection service and the data aggregation and reporting service, and further adapted to measure performance of a plurality of resource-based initiatives, wherein a plurality of resource-based initiatives are assembled within the initiative modeling service into a plurality of initiative portfolios, and the plurality of initiative portfolios are modeled under a variety of forecast scenarios to determine an optimal initiative portfolio from among the plurality of portfolios, is disclosed.