Human-AI Collaborative Decision Making as an Organization Design Problem

The promise of collaboration between humans and algorithms in producing good decisions is stimulating much experimentation in the world of practice. Drawing on research in organization design can help us to approach this experimentation (and its analysis) systematically. The author proposes typologies for considering different forms of division of labor between human and algorithm as well as the learning configurations they are arranged in, as basic building blocks for this endeavour.