The paper examines the benefits claimed for action learning at individual, organisational and inter-organisational levels. It goes on to identify both generic difficulties in evaluating development programmes and action learning specifically. The distinction between formative and summative evaluation is considered and a summative evaluation framework is outlined, based on recent reviews of evaluations of development programmes, while recognising that establishing clear causal links remains problematic.