The established Enterprise Resource Systems world is undergoing a profound shift, necessitating proactive methods for future-proofing its effectiveness. Artificial intelligence, especially machine learning and analytical capabilities, is rapidly being incorporated into ERP systems, enabling enhanced decision-making and automation. Furthermore, the