By combining data from different sensors (on fitness device, mobile smartphone, smart clothing, other devices or people in same location), an intelligent system provides a better indicator of an individual's physical effort, using rich data sources to enhance quantified metrics such as distance/pace/altitude gain, to provide a clearer picture of an individual's exercise and activity.