Cognitive Supply Chains with SAP: AI and ML for Intelligent Process Automation
DOI:
https://doi.org/10.15662/IJARCST.2025.0802004Keywords:
SAP, Cognitive Supply Chains, AI, Machine Learning, Intelligent Process Automation, Joule, Supply Chain Management, Predictive Analytics, Autonomous Operations, Digital Transformation.Abstract
The evolution of supply chain management is undergoing a significant transformation with the integration of Artificial Intelligence (AI) and Machine Learning (ML) into SAP systems, leading to the emergence of cognitive supply chains. These intelligent systems enhance process automation, enabling real-time decision-making, predictive analytics, and adaptive responses to dynamic market conditions. SAP's AI copilot, Joule, exemplifies this advancement by providing contextual insights and recommendations across various supply chain functions, from demand forecasting to logistics optimization. This paper explores the role of AI and ML in fostering intelligent process automation within SAP-driven supply chains, examining their applications, benefits, challenges, and future directions.
References
1. SAP. (2021, April 15). SAP Circular Supply Chain Webinar. France Supply Chain. https://www.francesupplychain.org/en/webinar-sap-supply-chain-circulaire/
2. Peddamukkula, P. K. (2024). The Role and Types of Automation in the Life Insurance Industry. International Journal of Computer Technology and Electronics Communication, 7(5), 9426-9436.
3. Rajendran, Sugumar (2023). Privacy preserving data mining using hiding maximum utility item first algorithm by means of grey wolf optimisation algorithm. Int. J. Business Intell. Data Mining 10 (2):1-20.
4. SAP. (2022, May 23). Accelerating toward a circular economy. SAP News. https://news.sap.com/2022/05/accelerating-innovation-circular-economy/
5. Sagam S (2024) Robotic and Autonomous Vehicles for Defense and Security: A Comprehensive Review. International Journal of Computer Engineering and Technology (IJCET) 15(4):297–307
6. SAP. (2021, September 9). Build supply chain resilience and agility in 2022. SAP India. https://news.sap.com/india/2021/09/build-supply-chain-resiliency/
7. SAP. (2024, April 22). SAP unveils AI-driven supply-chain innovations to transform manufacturing. SAP News Center. https://news.sap.com/2024/04/sap-hannover-messe-ai-supply-chain-innovations-transform-manufacturing/
8. SAP. (2024, August 22). Modern supply chain and the autonomous AI-driven future. SAP News Center. https://news.sap.com/2024/08/modern-autonomous-ai-supply-chain/
9. Devaraju, Sudheer. "Multi-Modal Trust Architecture for AI-HR Systems: Analyzing Technical Determinants of User Acceptance in Enterprise-Scale People Analytics Platforms." IJFMR, DOI 10.
10. SAP. (2024). AI in supply chain processes. SAP Business AI. https://www.sap.com/india/products/artificial-intelligence/supply-chain.html
11. DrR. Udayakumar, Muhammad Abul Kalam (2023). Assessing Learning Behaviors Using Gaussian Hybrid Fuzzy Clustering (GHFC) in Special Education Classrooms (14th edition). Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (Jowua) 14 (1):118-125.
12. Komarina, G. B., & Sajja, J. W. (2025). The Transformative Role of SAP Business Technology Platform in Enterprise Data and Analytics: A Strategic Analysis. Journal of Computer Science and Technology Studies, 7(5), 228-235.
13. SAP. (2025, January 3). Schaeffler Group boosts efficiency with SAP. SAP News Center. https://news.sap.com/2025/01/schaeffler-group-boosts-efficiency-reduces-costs-returnable-packaging/
