The introduction of 6G technology represents a significant transformation in the telecommunications area, emphasizing a user-centric design to improve personalized communications experiences. This paper proposes an AI-assisted user-intent 6G system that dynamically provisions throughput by adjusting Time Division Duplexing (TDD) slot allocations based on the predicted user intent. An important feature of the system is the AI-powered chatbot which uses Natural Language Processing (NLP) to accurately recognize user needs, translating these into accurate TDD configurations. This paper examines the difficulties of the proposed system, highlighting its potential to enhance the network adaptability and user satisfaction. Through analysis and validation, this paper demonstrates significant improvements in network performance, setting a new standard for intelligent, user-centric telecommunications.