Harnessing the power of Generative Adversarial Networks (GANs), this study revolutionizes economic forecasting in The Gambia. Unlike traditional models, GANs achieve 99% accuracy in GDP predictions by learning from complex economic data. AI-driven insights empower policymakers to make informed decisions, optimize fiscal policies, and drive sustainable growth. This breakthrough demonstrates how AI is not just predicting economic trends but actively shaping the future of economic planning.