USING MACHINE LEARNING TOOLS TO IMPLEMENT A COMPANY'S BUSINESS PROCESSES IN THE CONTEXT OF AN ENTERPRISE ARCHITECTURE

This article discusses the use of machine learning tools to optimize and automate the activities of various architects (corporate, products, system, solutions) in the context of business processes of enterprise architecture. The authors analyze the role of architects in the implementation of various projects in companies and correlate the capabilities of products with embedded artificial intelligence as an aid in fulfilling their various professional tasks. The article focuses on discussing the risks and limitations associated with the implementation of applications with embedded artificial intelligence in the business processes of enterprise architecture management and solutions. The potential of these tools is considered in order to increase the flexibility and efficiency of the company and the work of architects in them, as well as its adaptability in a changing business environment.