Dual effects of digital agents: a three-tier metric system for assessing the impact on company competitiveness

Abstract: Problem. The proliferation of digital agents in business processes of companies produces multidirectional effects on their competitiveness, ranging from productivity growth to the loss of employee skills. A measurement apparatus that covers both aspects simultaneously and explains their origins does not yet exist, and this gap becomes critical as implementations scale up. Aim. To develop…