The article examines the business principles of regional district clustering in the context of the digital economy. Due to the impact of digitalization on economic clustering, the possible directions of increasing the efficiency of joint business are theoretically illuminated. The algorithm for creating an initial set of all possible routes to increase the efficiency of joint business carried out within the framework of clustering is studied in stages. Additional requirements for building an effective joint business are mentioned