FOREIGN EXPERIENCE IN USING ARTIFICIAL INTELLIGENCE TO IMPROVE MANAGEMENT EFFICIENCY

Аннотация

This article explores various international case studies and practices where artificial intelligence (AI) technologies have been successfully implemented to enhance management efficiency. It analyzes how AI-driven tools such as machine learning, automation, and data analytics optimize decision-making, streamline operations, and improve resource allocation in organizations across different sectors. The study highlights best practices, challenges, and the impact of AI adoption on managerial performance, offering valuable insights forpolicymakers and businessleaders aimingto leverage AIfor operational excellence. Keywords: artificial intelligence, management efficiency, international case studies, machine learning, automation, data analytics, decision-making, operational optimization, ai adoption, organizationalperformance. Introduction. Artificial intelligence (AI) is considered one of the main tools for improving the efficiency of corporate governance and public administration in today's digital transformation process. These technologies are revolutionizing the implementation of various tasks, from automated decision-making to process optimization and security. AI not only saves timeand resources, but also helps to increase the efficiency of management systems with a high level ofaccuracy. The decision-making process in modern management systems is often based on large amounts of data. The correct analysis of this data directly affects management efficiency. Traditional management methods are difficult to process and make decisions based on large amounts of data. Therefore, artificial intelligence technologies allow you to automate and optimizethese processes. Analysis of relevant literature. In many countries of the world, artificial intelligence technologies are actively used not only in private enterprises, but also in public administration systems. There are manyscientific articles and practical studies ontheuse ofAI inmanagement systems. In their 2022 study, world-class scientists McKinsey and Company studied the impact of artificial intelligence on the decision-making process in business management. According to the results of the study, AI can increase the speed of data processing by 70% and reduce management errors [1]. page1990 INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE ISSN:2692-5206,ImpactFactor:12,23 AmericanAcademicpublishers,volume05,issue05,2025 Journal: https://www.academicpublishers.org/journals/index.php/ijai The Harvard Business Review (2020) magazine provides detailed information on the impact ofAI onleadership decisions. This magazine describes AI as an assistant to managers in the decision-making process. It helps the leader improve the quality of decisions by providing clear and quick recommendations. It is also noted that AI technologies can create new products and services, help create a number of new businesses with the ability to predict market trends [2]. The Forbes Insights (2023) article highlights the opportunities for artificial intelligence to reduce costs in enterprise management and effectively allocate resources. Artificial intelligence and machine learning technologies have a significant impact on the efficiency of business entities. AI technologies play a significant role in increasing the speed and accuracy of business decision-making. McKinsey research shows that companies that use AI technologies have increased efficiency by30%[3]. Analysis and results. Artificial intelligence (AI) has been used in the field of management to analyze large amounts of data, optimize processes, and increase the speed of decision-making. This process allows for better identification and elimination of management shortcomings, thereby further improving themanagement process. These technologies are being effectively used by a number of companies abroad. Analyzing the experiences of foreign countries, it can be said that artificial intelligence is emerging as a key tool in automating processes. Many large companies are actively usingAItechnologies. Here are a few examples: Artificial intelligence allows business leaders to analyze large amounts of data in a short time, which is an important factor in making complex strategic decisions. One of the leading countries, the United States, is widely using artificial intelligence technologies to improve management efficiency. In the context of rapidly developing technologies and databases, the use of artificial intelligence is helping to increase the efficiency of decision-making in US enterprises. By analyzing large amounts of data and effectively using the ability to forecast, artificial intelligence is accelerating management processes and increasing their accuracy. For example, Procter & Gamble has used artificial intelligence to manage marketing campaigns, moreaccurately identifying target audiences and reducing advertising costs by15%[2]. US technology giants, including Amazon, use their own personal recommendation system to analyze the