Abstract: Many KM activities require extensive and unusual expertise. In particular, analysis of knowledge-intensive (K-I) activities — the mental tasks people perform and the mental models they use to deliver work products — is complex and based upon deep insights into what typically takes place in the knowledge worker’s mind during different stages of