Incorporating AI techniques, Intelligent Modelling for Data Optimization is essential for analyzing large datasets effectively. This process involves creating predictive models that reduce redundancy and maximize the efficiency of data utilization. Real-world applications include supply chain optimization, fraud detection, and dynamic pricing, all of which depend on accurate data insights and adaptive learning.