One of the key issues in corporate management is business process management. That is why the greatest interest for company analysts is the issue of effective forecasting of business processes. In today's digitalization of the economy, integration and automation of business processes have become the main priorities for achieving efficiency and effectiveness of companies, and especially for effective management decisions. This problem can be solved with the help of integrated systems, which are tools for effective management decisions, modeling and optimization of business processes. The article provides an analytical review of known forecasting methods and identifies the features of their application, analyzes the advantages and disadvantages that will take them into account in modeling the company and promote economic development, competitiveness and optimize business processes.

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The article discusses the concept of the introduction and development of the Internet of Things in the management of complex devices; considers the principles of the IoT management system; highlights the features, advantages and disadvantages of the Internet of Things; contains an analytical overview of the most common industries of use of IoT devices. The article analyzes the stages of the introduction of the Internet of Things for business and elaborates how it will affect the work of the enterprise. Analyzing the scientific literature devoted to this topic, it was found that many researchers were engaged in this issue. The main functions are discussed in detail in the article. that IoT devices must perform. Factors that can harm the development of the Internet of Things have been identified. The main requirements for the implementation of the Internet of Things in any activity where they can be used were analyzed. Forecasts on the development of the Internet of Things from well-known companies and the conclusions they reached in this matter were presented. In general, it can be noted that the use of Internet of Things devices is quite relevant in our time and, despite certain shortcomings, is a modern solution for automating the work process, or simply simplifying the daily life of a person, and is also a tool for increasing business competitiveness Key words: ІоТ, Internet-of-Things, management systems, implementation stages.

Стаття присвячена актуальним питанням прогнозування бізнес-процесів компанії, яке є ефективним засобом пошуку шляхів оптимізації діяльності компанії і мінімізації ризиків, що виникають на різних етапах діяльності. Сьогодні сучасній компанії потрібна система моделей, яка дозволяє побудувати цикл управління та прогнозування параметрів бізнес-процесів із заданими властивостями та поведінкою з урахуванням впливу зовнішнього середовища. Найперспективнішим методом економічного прогнозування є засоби нейронних мереж. Поєднання інструментів штучного інтелекту та аналітичного програмного забезпечення створюють фундаментальну основу управління бізнес-процесами в будь-якій сфері

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