The established Enterprise Resource Systems world is undergoing a radical shift, necessitating proactive approaches for maintaining its value. Artificial intelligence, particularly machine learning and forecasting capabilities, is fast being embedded into ERP systems, enabling enhanced decision-making and automation. Furthermore, the proliferation