Leveraging AI to Automate Data Governance in SAP-Driven Supply Chains

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DOI: https://doi.org/10.63345/ijrmeet.org.v13.i12.2

Prof. Dr. Sanjay Kumar Bahl

Indus Intenational University

Haroli,  Una, Himachal Pradesh – 174301, India

Abstract— The implementation of artificial intelligence (AI) in data governance for SAP-driven supply chains can enhance data accuracy, reduce compliance risks, and streamline processes. This study explores the use of AI-driven tools to automate data governance tasks, focusing on data validation, lineage tracking, and compliance in SAP systems. Simulation models demonstrate the efficacy of AI algorithms in improving data governance performance metrics by up to 30%, proving AI’s capability to strengthen data governance frameworks. The results indicate significant benefits in compliance, data accuracy, and process efficiency, suggesting that AI automation in SAP-driven supply chains is a valuable strategic initiative.

Keywords— Artificial Intelligence, Data Governance, SAP, Supply Chain, Automation, Compliance, Data Lineage

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• Nadukuru, Sivaprasad, Shreyas Mahimkar, Sumit Shekhar, Om Goel, Prof. (Dr) Arpit Jain, and Prof. (Dr) Punit Goel. 2021. “Integration of SAP Modules for Efficient Logistics and Materials Management.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 9(12):96. Retrieved from https://www.ijrmeet.org.
• “Achieving Revenue Recognition Compliance: A Study of ASC606 vs. IFRS15”. (2022). International Journal of Emerging Technologies and Innovative Research, 9(7), h278-h295. JETIR
• AMIT MANGAL, DR. SARITA GUPTA, PROF.(DR) SANGEET VASHISHTHA, “Enhancing Supply Chain Management Efficiency with SAP Solutions.” (August 2022). IJRAR – International Journal of Research and Analytical Reviews, 9(3), 224-237. IJRAR
• SOWMITH DARAM, SIDDHARTH, DR. SHAILESH K SINGH, “Scalable Network Architectures for High-Traffic Environments.” (July 2022). IJRAR – International Journal of Research and Analytical Reviews, 9(3), 196-209. IJRAR
• Bhasker Reddy Bhimanapati, Vijay, Om Goel, & Pandi Kirupa Gopalakrishna Pandian. (2022). Automation in mobile app testing and deployment using containerization. International Journal of Computer Science and Engineering (IJCSE), 11(1), 109–124. https://drive.google.com/file/d/1epdX0OpGuwFvUP5mnBM3YsHqOy3WNGZP/view
• Avancha, Srikanthudu, Shalu Jain, & Om Goel. (2022). “ITIL Best Practices for Service Management in Cloud Environments”. IJCSE, 11(1), 1. https://drive.google.com/file/d/1Agv8URKB4rdLGjXWaKA8TWjp0Vugp-yR/view
• Gajbhiye, B., Jain, S., & Pandian, P. K. G. (2022). Penetration testing methodologies for serverless cloud architectures. Innovative Research Thoughts, 8(4). https://doi.org/10.36676/irt.v8.14.1456
• Dignesh Kumar Khatri, Aggarwal, A., & Goel, P. “AI Chatbots in SAP FICO: Simplifying Transactions.” Innovative Research Thoughts, 8(3), Article 1455. Link
• Bhimanapati, V., Goel, O., & Pandian, P. K. G. “Implementing Agile Methodologies in QA for Media and Telecommunications.” Innovative Research Thoughts, 8(2), 1454. Link
• Bhimanapat, Viharika, Om Goel, and Shalu Jain. “Advanced Techniques for Validating Streaming Services on Multiple Devices.” International Journal of Computer Science and Engineering, 11(1), 109–124. Link
• Murthy, K. K. K., Jain, S., & Goel, O. (2022). “The Impact of Cloud-Based Live Streaming Technologies on Mobile Applications: Development and Future Trends.” Innovative Research Thoughts, 8(1), Article 1453. DOI:10.36676/irt.v8.11.1453 Ayyagiri, A., Jain, S., & Aggarwal, A. (2022). Leveraging Docker Containers for Scalable Web Application Deployment. International Journal of Computer Science and Engineering, 11(1), 69–86. Retrieved from.
• Alahari, Jaswanth, Dheerender Thakur, Punit Goel, Venkata Ramanaiah Chintha, and Raja Kumar Kolli. 2022. “Enhancing iOS Application Performance through Swift UI: Transitioning from Objective-C to Swift.” International Journal for Research Publication & Seminar 13(5):312. https://doi.org/10.36676/jrps.v13.i5.1504.
• Alahari, Jaswanth, Dheerender Thakur, Er. Kodamasimham Krishna, S. P. Singh, and Punit Goel. 2022. “The Role of Automated Testing Frameworks in Reducing Mobile Application Bugs.” International Journal of Computer Science and Engineering (IJCSE) 11(2):9–22.
• Vijayabaskar, Santhosh, Dheerender Thakur, Er. Kodamasimham Krishna, Prof. (Dr.) Punit Goel, and Prof. (Dr.) Arpit Jain. 2022. “Implementing CI/CD Pipelines in Financial Technology to Accelerate Development Cycles.” International Journal of Computer Science and Engineering 11(2):9-22.
• Vijayabaskar, Santhosh, Shreyas Mahimkar, Sumit Shekhar, Shalu Jain, and Raghav Agarwal. 2022. “The Role of Leadership in Driving Technological Innovation in Financial Services.” International Journal of Creative Research Thoughts 10(12). ISSN: 2320-2882. https://ijcrt.org/download.php?file=IJCRT2212662.pdf.
• Alahari, Jaswanth, Raja Kumar Kolli, Shanmukha Eeti, Shakeb Khan, and Prachi Verma. 2022. “Optimizing iOS User Experience with SwiftUI and UIKit: A Comprehensive Analysis.” International Journal of Creative Research Thoughts (IJCRT) 10(12): f699.
• Voola, Pramod Kumar, Umababu Chinta, Vijay Bhasker Reddy Bhimanapati, Om Goel, and Punit Goel. 2022. “AI-Powered Chatbots in Clinical Trials: Enhancing Patient-Clinician Interaction and Decision-Making.” International Journal for Research Publication & Seminar 13(5):323. https://doi.org/10.36676/jrps.v13.i5.1505.
• Voola, Pramod Kumar, Shreyas Mahimkar, Sumit Shekhar, Prof. (Dr) Punit Goel, and Vikhyat Gupta. 2022. “Machine Learning in ECOA Platforms: Advancing Patient Data Quality and Insights.” International Journal of Creative Research Thoughts (IJCRT) 10(12).
• Voola, Pramod Kumar, Pranav Murthy, Ravi Kumar, Om Goel, and Prof. (Dr.) Arpit Jain. 2022. “Scalable Data Engineering Solutions for Healthcare: Best Practices with Airflow, Snowpark, and Apache Spark.” International Journal of Computer Science and Engineering (IJCSE) 11(2):9–22.
• Salunkhe, Vishwasrao, Umababu Chinta, Vijay Bhasker Reddy Bhimanapati, Shubham Jain, and Punit Goel. 2022. “Clinical Quality Measures (eCQM) Development Using CQL: Streamlining Healthcare Data Quality and Reporting.” International Journal of Computer Science and Engineering (IJCSE) 11(2):9–22.
• Salunkhe, Vishwasrao, Venkata Ramanaiah Chintha, Vishesh Narendra Pamadi, Arpit Jain, and Om Goel. 2022. “AI-Powered Solutions for Reducing Hospital Readmissions: A Case Study on AI-Driven Patient Engagement.” International Journal of Creative Research Thoughts 10(12): 757-764.
• Salunkhe, Vishwasrao, Srikanthudu Avancha, Bipin Gajbhiye, Ujjawal Jain, and Punit Goel. 2022. “AI Integration in Clinical Decision Support Systems: Enhancing Patient Outcomes through SMART on FHIR and CDS Hooks.” International Journal for Research Publication & Seminar 13(5):338. https://doi.org/10.36676/jrps.v13.i5.1506.
• Agrawal, Shashwat, Digneshkumar Khatri, Viharika Bhimanapati, Om Goel, and Arpit Jain. 2022. “Optimization Techniques in Supply Chain Planning for Consumer Electronics.” International Journal for Research Publication & Seminar 13(5):356. doi: https://doi.org/10.36676/jrps.v13.i5.1507.
• Agrawal, Shashwat, Fnu Antara, Pronoy Chopra, A Renuka, and Punit Goel. 2022. “Risk Management in Global Supply Chains.” International Journal of Creative Research Thoughts (IJCRT) 10(12):2212668.
• Agrawal, Shashwat, Srikanthudu Avancha, Bipin Gajbhiye, Om Goel, and Ujjawal Jain. 2022. “The Future of Supply Chain Automation.” International Journal of Computer Science and Engineering 11(2):9–22.
• Mahadik, Siddhey, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, Prof. (Dr.) Arpit Jain, and Om Goel. 2022. “Agile Product Management in Software Development.” International Journal for Research Publication & Seminar 13(5):453. https://doi.org/10.36676/jrps.v13.i5.1512.
• Khair, Md Abul, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, Shalu Jain, and Raghav Agarwal. 2022. “Optimizing Oracle HCM Cloud Implementations for Global Organizations.” International Journal for Research Publication & Seminar 13(5):372. https://doi.org/10.36676/jrps.v13.i5.1508.
• Mahadik, Siddhey, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. “Risk Mitigation Strategies in Product Management.” International Journal of Creative Research Thoughts (IJCRT) 10(12):665.
• Khair, Md Abul, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. “Improving HR Efficiency Through Oracle HCM Cloud Optimization.” International Journal of Creative Research Thoughts (IJCRT) 10(12). Retrieved from https://ijcrt.org.
• Khair, Md Abul, Kumar Kodyvaur Krishna Murthy, Saketh Reddy Cheruku, S. P. Singh, and Om Goel. 2022. “Future Trends in Oracle HCM Cloud.” International Journal of Computer Science and Engineering 11(2):9–22.
• Arulkumaran, Rahul, Aravind Ayyagari, Aravindsundeep Musunuri, Prof. (Dr.) Punit Goel, and Prof. (Dr.) Arpit Jain. 2022. “Decentralized AI for Financial Predictions.” International Journal for Research Publication & Seminar 13(5):434. https://doi.org/10.36676/jrps.v13.i5.1511.
• Arulkumaran, Rahul, Sowmith Daram, Aditya Mehra, Shalu Jain, and Raghav Agarwal. 2022. “Intelligent Capital Allocation Frameworks in Decentralized Finance.” International Journal of Creative Research Thoughts (IJCRT) 10(12):669. ISSN: 2320-2882.
• Agarwal, Nishit, Rikab Gunj, Venkata Ramanaiah Chintha, Raja Kumar Kolli, Om Goel, and Raghav Agarwal. 2022. “Deep Learning for Real Time EEG Artifact Detection in Wearables.” International Journal for Research Publication & Seminar 13(5):402. https://doi.org/10.36676/jrps.v13.i5.1510.
• Agarwal, Nishit, Rikab Gunj, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. “Self-Supervised Learning for EEG Artifact Detection.” International Journal of Creative Research Thoughts 10(12).
• Arulkumaran, Rahul, Aravind Ayyagari, Aravindsundeep Musunuri, Arpit Jain, and Punit Goel. 2022. “Real-Time Classification of High Variance Events in Blockchain Mining Pools.” International Journal of Computer Science and Engineering 11(2):9–22.
• Agarwal, N., Daram, S., Mehra, A., Goel, O., & Jain, S. (2022). “Machine learning for muscle dynamics in spinal cord rehab.” International Journal of Computer Science and Engineering (IJCSE), 11(2), 147–178. © IASET. https://www.iaset.us/archives?jname=14_2&year=2022&submit=Search.
• Dandu, Murali Mohana Krishna, Vanitha Sivasankaran Balasubramaniam, A. Renuka, Om Goel, Punit Goel, and Alok Gupta. (2022). “BERT Models for Biomedical Relation Extraction.” International Journal of General Engineering and Technology 11(1): 9-48. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• Dandu, Murali Mohana Krishna, Archit Joshi, Krishna Kishor Tirupati, Akshun Chhapola, Shalu Jain, and Er. Aman Shrivastav. (2022). “Quantile Regression for Delivery Promise Optimization.” International Journal of Computer Science and Engineering (IJCSE) 11(1):141–164. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Vanitha Sivasankaran Balasubramaniam, Santhosh Vijayabaskar, Pramod Kumar Voola, Raghav Agarwal, & Om Goel. (2022). “Improving Digital Transformation in Enterprises Through Agile Methodologies.” International Journal for Research Publication and Seminar, 13(5), 507–537. https://doi.org/10.36676/jrps.v13.i5.1527.
• Balasubramaniam, Vanitha Sivasankaran, Archit Joshi, Krishna Kishor Tirupati, Akshun Chhapola, and Shalu Jain. (2022). “The Role of SAP in Streamlining Enterprise Processes: A Case Study.” International Journal of General Engineering and Technology (IJGET) 11(1):9–48.
• Murali Mohana Krishna Dandu, Venudhar Rao Hajari, Jaswanth Alahari, Om Goel, Prof. (Dr.) Arpit Jain, & Dr. Alok Gupta. (2022). “Enhancing Ecommerce Recommenders with Dual Transformer Models.” International Journal for Research Publication and Seminar, 13(5), 468–506. https://doi.org/10.36676/jrps.v13.i5.1526.
• Sivasankaran Balasubramaniam, Vanitha, S. P. Singh, Sivaprasad Nadukuru, Shalu Jain, Raghav Agarwal, and Alok Gupta. 2022. “Integrating Human Resources Management with IT Project Management for Better Outcomes.” International Journal of Computer Science and Engineering 11(1):141–164. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
• Joshi, Archit, Sivaprasad Nadukuru, Shalu Jain, Raghav Agarwal, and Om Goel. 2022. “Innovations in Package Delivery Tracking for Mobile Applications.” International Journal of General Engineering and Technology 11(1):9-48.
• Tirupati, Krishna Kishor, Dasaiah Pakanati, Harshita Cherukuri, Om Goel, and Dr. Shakeb Khan. 2022. “Implementing Scalable Backend Solutions with Azure Stack and REST APIs.” International Journal of General Engineering and Technology (IJGET) 11(1): 9–48. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
• Creating Efficient ETL Processes: A Study Using Azure Data Factory and Databricks. The International Journal of Engineering Research, Vol.10, Issue 6, pp.816-829, 2023. [Link](http://tijer tijer/viewpaperforall.php?paper=TIJER2306330)
• Analyzing Data and Creating Reports with Power BI: Methods and Case Studies. International Journal of New Technology and Innovation, Vol.1, Issue 9, pp.a1-a15, 2023. [Link](http://rjpn ijnti/viewpaperforall.php?paper=IJNTI2309001)
• Leveraging SAP Commercial Project Management (CPM) in Construction Projects: Benefits and Case Studies. Journal of Emerging Trends in Networking and Robotics, Vol.1, Issue 5, pp.a1-a20, 2023. [Link](http://rjpn jetnr/viewpaperforall.php?paper=JETNR2305001)
• Enhancing Business Processes with SAP S/4 HANA: A Review of Case Studies. International Journal of New Technologies and Innovations, Vol.1, Issue 6, pp.a1-a12, 2023. [Insert DOI here]
• Dasaiah Pakanati, Prof.(Dr.) Punit Goel, Prof.(Dr.) Arpit Jain (2023). Optimizing Procurement Processes: A Study on Oracle Fusion SCM. IJRAR – International Journal of Research and Analytical Reviews (IJRAR), 10(1), 35-47. [Link](http://www.ijrarpdf)
• Pakanati, D., Goel, E. L., & Kushwaha, D. G. S. (2023). Implementing cloud-based data migration: Solutions with Oracle Fusion. Journal of Emerging Trends in Network and Research, 1(3), a1-a11. [Link](rjpn jetnr/viewpaperforall.php?paper=JETNR2303001)
• “Strategies for Product Roadmap Execution in Financial Services Data Analytics.” (2023). International Journal of Novel Research and Development (IJNRD), 8(1), d750-d758. [Link](http://www.ijnrd papers/IJNRD2301389.pdf)
• “Advanced API Integration Techniques Using Oracle Integration Cloud (OIC).” (2023). International Journal of Emerging Technologies and Innovative Research (JETIR), 10(4), n143-n152. [Link](http://www.jetir papers/JETIR2304F21.pdf)
• Kolli, R. K., Goel, P., & Jain, A. (2023). MPLS Layer 3 VPNs in Enterprise Networks. Journal of Emerging Technologies and Network Research, 1(10), Article JETNR2310002. Link