Architecting Intelligent Enterprise Applications: AI and ML Convergence within SAP S/4HANA Ecosystem

Abstract

When applied in the SAP S/4HANA ecosystem, Artificial Intelligence and Machine Learning have become the focal points of the progress of modern enterprise applications. The paper explores the potential of combining AI and ML to enhance business efficiency, inform decision-making, and optimize enterprise operations within the SAP S/4HANA system. This paper aims to explore the opportunities and challenges associated with implementing these technologies in SAP S/4HANA ERP systems. Employing the performance and case study methods, the study examines the role of AI and ML in operational efficiency and innovation. As the results show, combining AI and ML solutions into SAP S/4HANA can considerably expand its capabilities and lead to elevated agility, scalability, and overall business performance. The paper concludes with practical suggestions for organizations to maximize the benefits of AI and ML, enabling them to thrive in a digital-first world.