The impact of artificial intelligence projects on the development of the non-financial services ecosystem in the Republic of Tatarstan

Relevance of the study is due to the rapid development of artificial intelligence (AI) technologies and their impact on various sectors of the economy and social life. The Republic of Tatarstan, in particular, demonstrates active implementation of AI projects in non-financial services, necessitating a comprehensive analysis of their impact on the regional ecosystem. Purpose of the study is to analyze the impact of AI projects on the development of the non-financial services ecosystem in the Republic of Tatarstan and to identify key factors facilitating or hindering their effective implementation. The study employs systems analysis, comparative analysis, and a review of regulatory documents and statistical data. The main directions of AI implementation in the region's non-financial services are identified, successful cases are analyzed, and existing barriers are determined.