This thesis presents the Describe, Collect, Analyse, Recommend and Report (DCARR) framework for multi-hierarchical task decomposition and task description for quantitative measures of cognitive functions. DCARR was developed for the purposes of identification and ranking of candidate tasks for automation implementation within complex domains.