Introduction: In the ever-evolving landscape of predictive analytics and decision-making systems, the Gladiator Advisor stands as a groundbreaking fictional creation, combining the power of ARIMA (AutoRegressive Integrated Moving Average) with a neural network (NN) bolstered by reinforcement learning. This innovative fusion of technologies has led to unprecedented results in forecasting, prediction, and decision-making, revolutionizing the