Generalized AI-Based Solutions with NLP Support for Processing Business Requests
摘要
In the fast-paced modern world, where information is one of the most necessary and crucial resources, and the methods of its collection and processing are evolving at an incredible speed, every business requires swift, accurate, and secure data analysis to address questions and make decisions. From understanding the current state of affairs in a company to complex calculations of potential risks and consequences of decision-making process. As AI has become an indispensable component of life, and its primary focus is data processing. The purpose of the research is to develop a system that provides users with access to a collection of data in a user-friendly, integrated manner to enhance evaluation tasks and decision-making processes. We have posed the research question of whether it is possible to optimize the process of executing a request from the moment of its creation to the requester's get a response, without violating security and other company policies. Through examples, we will meticulously examine potential solutions and analyse various architectural approaches for their implementation, identifying the positive and negative aspects of each. Special attention will be given to optimization, security, and potential issues.