TRANSFORMING BUSINESS INSIGHTS: THE FUTURE OF SAP PREDICTIVE ANALYTICS WITH AI, MACHINE LEARNING AND IOT
DOI:
https://doi.org/10.34218/IJCET_16_01_140Keywords:
SAP Predictive Analytics, AI, ML, IoT, Data Analytics, ERP, Business Intelligence, Predictive Modeling, Automation, Digital Transformation, Operational Efficiency, Customer Experience, Competitive AdvantageAbstract
SAP Predictive Analytics, a suite of advanced analytical tools offered by SAP, has been revolutionizing the way businesses use data for decision-making. The integration of Artificial Intelligence (AI), Machine Learning (ML) and the Internet of Things (IoT) into SAP Predictive Analytics holds immense potential in shaping the future of data-driven solutions. SAP, a leader in ERP solutions, has increasingly incorporated these technologies into its suite of predictive analytics offerings. This paper delves into the evolving role of AI, ML and IoT within SAP Predictive Analytics, assesses the technological advancements, and anticipates the impact of these technologies on business performance. It examines the convergence of these technologies and how they can be harnessed to improve operational efficiency, customer experiences, and competitive advantage.
References
SAP SE. (2023). SAP Predictive Analytics: Turning Data into Actionable Insights. Retrieved from https://www.sap.com/products/predictive-analytics.html
Smith, J., & Nguyen, L. (2022). Machine Learning for Predictive Analytics. Journal of Business Analytics, 15(3), 215-227.
Zhang, X., & Kumar, P. (2024). AI and Machine Learning: Driving the Future of Predictive Analytics in Business. AI and Data Science Review, 13(4), 123-136.
Vercellis, C. (2021). Business Intelligence: Data Mining and Optimization for Decision Making. Springer.
SAP (2025), SAP Predictive Analytics Overview.
McKinsey & Company (2024), AI and Machine Learning in Business: Impact and Future Trends.
Gartner (2024), The Role of IoT in Predictive Analytics.
K. Kumar and P. Tiwari, The Intersection of IoT, AI, and Predictive Analytics in Business, International Journal of Emerging Technologies, 2024.
SAP Leonardo IoT and SAP Analytics Cloud official case studies: https://www.sap.com/products/leonardo.html and https://www.sap.com/products/cloud-analytics.html.
DHL Innovation and Case Studies: https://www.dhl.com/global-en/home/insights-and-innovation.html
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Copyright (c) 2025 Alok Chakraborty (Author)

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