![]()
Certificate: View Certificate
Published Paper PDF: View PDF
Confirmation Letter: View
Prof. (Dr) David Brown
School of Computing and AI
University of Edinburgh Global Campus, UK
Abstract— Efficient regulatory submission lifecycle management (RS-LCM) has become a strategic imperative for pharmaceutical companies amid accelerating global product pipelines and increasingly complex regional regulations. This manuscript explores contemporary RS-LCM practices, focusing on electronic Common Technical Document (eCTD) v4.0 transitions, digital-first dossier assembly, and data-driven variation tracking. Drawing on recent agency guidance, industry surveys, and a multi-region quantitative analysis, we examine how structured content and data management (SCDM) platforms, artificial intelligence (AI) tools, and harmonised quality systems shorten submission preparation time, improve right-first-time metrics, and lower compliance risk. A five-region data set (2018-2023) illustrates statistically significant correlations between proactive lifecycle strategies and both approval speed and post-approval variation turnaround. We propose an integrated methodology that blends regulatory intelligence feeds, template-based authoring, and cross-functional operating models to deliver “submission-ready” dossiers in near real time. Findings suggest that organisations embracing end-to-end digitalisation can reduce total cost of regulatory ownership by up to 27 percent while boosting on-time agency interactions. The paper concludes with practical recommendations for scaling RS-LCM, supported by 20 current references and an original statistical analysis.
Keywords
Regulatory lifecycle management, eCTD v4.0, pharmaceutical submissions, digitalization, variation tracking, regulatory intelligence
References
- https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.techtammina.com%2Fregulatory-affairs%2F&psig=AOvVaw3EjAdQthbXNO3xByaO4mgb&ust=1749917637105000&source=images&cd=vfe&opi=89978449&ved=0CBUQjRxqFwoTCKDtnanp7o0DFQAAAAAdAAAAABAV
- https://www.google.com/url?sa=i&url=https%3A%2F%2Fwww.metinapharmconsulting.com%2Fproduct-lifecycle-management%2F&psig=AOvVaw3EjAdQthbXNO3xByaO4mgb&ust=1749917637105000&source=images&cd=vfe&opi=89978449&ved=0CBUQjRxqFwoTCKDtnanp7o0DFQAAAAAdAAAAABAp
- AAPS Open. (2025). The future of regulatory filings: digitalization.
- BioBoston Consulting. (2025). eCTD v4.0: What life sciences companies need to know before the 2028 deadline.
- (2024). Best regulatory practices for lifecycle management: Registration of manufacturing controls.
- (2024). Regulatory Submissions, Information & Document Management Forum 2024.
- Contract Pharma. (2025). The continued impact of AI on lifecycle maintenance.
- (2024). Effective regulatory life cycle management in pharma: Addressing common challenges.
- DIA Global Forum. (2024). How did we get here? A history of eCTD and prospects for eCTD 4.0.
- European Medicines Agency. (2024). eSubmission roadmap update.
- (2024). Global pharmaceutical regulatory intelligence trends.
- Food & Drug Administration. (2024). Providing regulatory submissions in electronic format—eCTD specifications guidance.
- Freyr Solutions. (2025). eCTD v4.0 summit 2025: Event brief.
- Health Canada. (2024). Guidance for sponsors: Electronic regulatory transactions.
- (2024). Electronic Common Technical Document v4.0 guideline.
- McKinsey & Company. (2024). Transforming regulatory operations through data and technology.
- Medicines & Healthcare products Regulatory Agency. (2024). Guidance on variations to marketing authorisations.
- PharmaSource Global. (2025). Pharmaceutical regulatory submissions: A comprehensive guide for industry professionals.
- The FDA Group. (2025). eCTD 4.0 explained: What it is and how to transition.
- Therapeutic Goods Administration. (2025). Key updates on eCTD 4.0 rollout.
- World Health Organization. (2023). Good regulatory practices: Principles and implementation.
- Mehra, A., & Singh, S. P. (2024). Event-driven architectures for real-time error resolution in high-frequency trading systems. International Journal of Research in Modern Engineering and Emerging Technology, 12(12), 671. https://www.ijrmeet.org
- Krishna Gangu, Prof. (Dr) Sangeet Vashishtha. (2024). AI-Driven Predictive Models in Healthcare: Reducing Time-to-Market for Clinical Applications. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 854–881. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/161
- Sreeprasad Govindankutty, Anand Singh. (2024). Advancements in Cloud-Based CRM Solutions for Enhanced Customer Engagement. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 583–607. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/147
- Samarth Shah, Sheetal Singh. (2024). Serverless Computing with Containers: A Comprehensive Overview. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 637–659. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/149
- Varun Garg, Dr Sangeet Vashishtha. (2024). Implementing Large Language Models to Enhance Catalog Accuracy in Retail. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 526–553. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/145
- Gupta, Hari, Gokul Subramanian, Swathi Garudasu, Dr. Priya Pandey, Prof. (Dr.) Punit Goel, and Dr. S. P. Singh. 2024. Challenges and Solutions in Data Analytics for High-Growth Commerce Content Publishers. International Journal of Computer Science and Engineering (IJCSE) 13(2):399-436. ISSN (P): 2278–9960; ISSN (E): 2278–9979.
- Vaidheyar Raman, Nagender Yadav, Prof. (Dr.) Arpit Jain. (2024). Enhancing Financial Reporting Efficiency through SAP S/4HANA Embedded Analytics. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 608–636. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/148
- Srinivasan Jayaraman, CA (Dr.) Shubha Goel. (2024). Enhancing Cloud Data Platforms with Write-Through Cache Designs. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 554–582. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/146
- Gangu, Krishna, and Deependra Rastogi. 2024. Enhancing Digital Transformation with Microservices Architecture. International Journal of All Research Education and Scientific Methods 12(12):4683. Retrieved December 2024 (ijaresm.com).
- Saurabh Kansa, Dr. Neeraj Saxena. (2024). Optimizing Onboarding Rates in Content Creation Platforms Using Deferred Entity Onboarding. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 423–440. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/173
- Guruprasad Govindappa Venkatesha, Daksha Borada. (2024). Building Resilient Cloud Security Strategies with Azure and AWS Integration. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 175–200. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/162
- Ravi Mandliya, Lagan Goel. (2024). AI Techniques for Personalized Content Delivery and User Retention. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 218–244. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/164
- Prince Tyagi , Dr S P Singh Ensuring Seamless Data Flow in SAP TM with XML and other Interface Solutions Iconic Research And Engineering Journals Volume 8 Issue 5 2024 Page 981-1010
- Dheeraj Yadav , Dr. Pooja Sharma Innovative Oracle Database Automation with Shell Scripting for High Efficiency Iconic Research And Engineering Journals Volume 8 Issue 5 2024 Page 1011-1039
- Rajesh Ojha , Dr. Lalit Kumar Scalable AI Models for Predictive Failure Analysis in Cloud-Based Asset Management Systems Iconic Research And Engineering Journals Volume 8 Issue 5 2024 Page 1040-1056
- Karthikeyan Ramdass, Sheetal Singh. (2024). Security Threat Intelligence and Automation for Modern Enterprises. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 837–853. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/158
- Venkata Reddy Thummala, Shantanu Bindewari. (2024). Optimizing Cybersecurity Practices through Compliance and Risk Assessment. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 910–930. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/163
- Ravi, Vamsee Krishna, Viharika Bhimanapati, Aditya Mehra, Om Goel, Prof. (Dr.) Arpit Jain, and Aravind Ayyagari. (2024). Optimizing Cloud Infrastructure for Large-Scale Applications. International Journal of Worldwide Engineering Research, 02(11):34-52.
- Jampani, Sridhar, Digneshkumar Khatri, Sowmith Daram, Dr. Sanjouli Kaushik, Prof. (Dr.) Sangeet Vashishtha, and Prof. (Dr.) MSR Prasad. (2024). Enhancing SAP Security with AI and Machine Learning. International Journal of Worldwide Engineering Research, 2(11): 99-120.
- Gudavalli, S., Tangudu, A., Kumar, R., Ayyagari, A., Singh, S. P., & Goel, P. (2020). AI-driven customer insight models in healthcare. International Journal of Research and Analytical Reviews (IJRAR), 7(2). https://www.ijrar.org
- Goel, P. & Singh, S. P. (2009). Method and Process Labor Resource Management System. International Journal of Information Technology, 2(2), 506-512.
- Singh, S. P. & Goel, P. (2010). Method and process to motivate the employee at performance appraisal system. International Journal of Computer Science & Communication, 1(2), 127-130.
- Goel, P. (2012). Assessment of HR development framework. International Research Journal of Management Sociology & Humanities, 3(1), Article A1014348. https://doi.org/10.32804/irjmsh
- Goel, P. (2016). Corporate world and gender discrimination. International Journal of Trends in Commerce and Economics, 3(6). Adhunik Institute of Productivity Management and Research, Ghaziabad.
- Das, Abhishek, Nishit Agarwal, Shyama Krishna Siddharth Chamarthy, Om Goel, Punit Goel, and Arpit Jain. (2022). “Control Plane Design and Management for Bare-Metal-as-a-Service on Azure.” International Journal of Progressive Research in Engineering Management and Science (IJPREMS), 2(2):51–67.
- doi:10.58257/IJPREMS74.
- Ayyagari, Yuktha, Om Goel, Arpit Jain, and Avneesh Kumar. (2021). The Future of Product Design: Emerging Trends and Technologies for 2030. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET), 9(12), 114. Retrieved from https://www.ijrmeet.org.
- Subeh, P. (2022). Consumer perceptions of privacy and willingness to share data in WiFi-based remarketing: A survey of retail shoppers. International Journal of Enhanced Research in Management & Computer Applications, 11(12), [100-125]. DOI: https://doi.org/10.55948/IJERMCA.2022.1215
- Mali, Akash Balaji, Shyamakrishna Siddharth Chamarthy, Krishna Kishor Tirupati, Sandeep Kumar, MSR Prasad, and Sangeet Vashishtha. 2022. Leveraging Redis Caching and Optimistic Updates for Faster Web Application Performance. International Journal of Applied Mathematics & Statistical Sciences 11(2):473–516. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
- Mali, Akash Balaji, Ashish Kumar, Archit Joshi, Om Goel, Lalit Kumar, and Arpit Jain. 2022. Building Scalable E-Commerce Platforms: Integrating Payment Gateways and User Authentication. International Journal of General Engineering and Technology 11(2):1–34. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Shaik, Afroz, Shyamakrishna Siddharth Chamarthy, Krishna Kishor Tirupati, Prof. (Dr) Sandeep Kumar, Prof. (Dr) MSR Prasad, and Prof. (Dr) Sangeet Vashishtha. 2022. Leveraging Azure Data Factory for Large-Scale ETL in Healthcare and Insurance Industries. International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 11(2):517–558.
- Shaik, Afroz, Ashish Kumar, Archit Joshi, Om Goel, Lalit Kumar, and Arpit Jain. 2022. “Automating Data Extraction and Transformation Using Spark SQL and PySpark.” International Journal of General Engineering and Technology (IJGET) 11(2):63–98. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Putta, Nagarjuna, Ashvini Byri, Sivaprasad Nadukuru, Om Goel, Niharika Singh, and Prof. (Dr.) Arpit Jain. 2022. The Role of Technical Project Management in Modern IT Infrastructure Transformation. International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 11(2):559–584. ISSN (P): 2319-3972; ISSN (E): 2319-3980.
- Putta, Nagarjuna, Shyamakrishna Siddharth Chamarthy, Krishna Kishor Tirupati, Prof. (Dr) Sandeep Kumar, Prof. (Dr) MSR Prasad, and Prof. (Dr) Sangeet Vashishtha. 2022. “Leveraging Public Cloud Infrastructure for Cost-Effective, Auto-Scaling Solutions.” International Journal of General Engineering and Technology (IJGET) 11(2):99–124. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Subramanian, Gokul, Sandhyarani Ganipaneni, Om Goel, Rajas Paresh Kshirsagar, Punit Goel, and Arpit Jain. 2022. Optimizing Healthcare Operations through AI-Driven Clinical Authorization Systems. International Journal of Applied Mathematics and Statistical Sciences (IJAMSS) 11(2):351–372. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
- Subramani, Prakash, Imran Khan, Murali Mohana Krishna Dandu, Prof. (Dr.) Punit Goel, Prof. (Dr.) Arpit Jain, and Er. Aman Shrivastav. 2022. Optimizing SAP Implementations Using Agile and Waterfall Methodologies: A Comparative Study. International Journal of Applied Mathematics & Statistical Sciences 11(2):445–472. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
- Subramani, Prakash, Priyank Mohan, Rahul Arulkumaran, Om Goel, Dr. Lalit Kumar, and Prof.(Dr.) Arpit Jain. 2022. The Role of SAP Advanced Variant Configuration (AVC) in Modernizing Core Systems. International Journal of General Engineering and Technology (IJGET) 11(2):199–224. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Banoth, Dinesh Nayak, Arth Dave, Vanitha Sivasankaran Balasubramaniam, Prof. (Dr.) MSR Prasad, Prof. (Dr.) Sandeep Kumar, and Prof. (Dr.) Sangeet. 2022. Migrating from SAP BO to Power BI: Challenges and Solutions for Business Intelligence. International Journal of Applied Mathematics and Statistical Sciences (IJAMSS) 11(2):421–444. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
- Banoth, Dinesh Nayak, Imran Khan, Murali Mohana Krishna Dandu, Punit Goel, Arpit Jain, and Aman Shrivastav. 2022. Leveraging Azure Data Factory Pipelines for Efficient Data Refreshes in BI Applications. International Journal of General Engineering and Technology (IJGET) 11(2):35–62. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Siddagoni Bikshapathi, Mahaveer, Shyamakrishna Siddharth Chamarthy, Vanitha Sivasankaran Balasubramaniam, Prof. (Dr) MSR Prasad, Prof. (Dr) Sandeep Kumar, and Prof. (Dr) Sangeet Vashishtha. 2022. Integration of Zephyr RTOS in Motor Control Systems: Challenges and Solutions. International Journal of Computer Science and Engineering (IJCSE) 11(2).
- Kyadasu, Rajkumar, Shyamakrishna Siddharth Chamarthy, Vanitha Sivasankaran Balasubramaniam, MSR Prasad, Sandeep Kumar, and Sangeet. 2022. Advanced Data Governance Frameworks in Big Data Environments for Secure Cloud Infrastructure. International Journal of Computer Science and Engineering (IJCSE) 11(2):1–12.
- Dharuman, Narain Prithvi, Sandhyarani Ganipaneni, Chandrasekhara Mokkapati, Om Goel, Lalit Kumar, and Arpit Jain. “Microservice Architectures and API Gateway Solutions in Modern Telecom Systems.” International Journal of Applied Mathematics & Statistical Sciences 11(2): 1-10. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
- Prasad, Rohan Viswanatha, Rakesh Jena, Rajas Paresh Kshirsagar, Om Goel, Arpit Jain, and Punit Goel. “Optimizing DevOps Pipelines for Multi-Cloud Environments.” International Journal of Computer Science and Engineering (IJCSE) 11(2):293–314.
- Sayata, Shachi Ghanshyam, Sandhyarani Ganipaneni, Rajas Paresh Kshirsagar, Om Goel, Prof. (Dr.) Arpit Jain, and Prof. (Dr.) Punit Goel. 2022. Automated Solutions for Daily Price Discovery in Energy Derivatives. International Journal of Computer Science and Engineering (IJCSE).
- Garudasu, Swathi, Rakesh Jena, Satish Vadlamani, Dr. Lalit Kumar, Prof. (Dr.) Punit Goel, Dr. S. P. Singh, and Om Goel. 2022. “Enhancing Data Integrity and Availability in Distributed Storage Systems: The Role of Amazon S3 in Modern Data Architectures.” International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 11(2): 291–306.
- Garudasu, Swathi, Vanitha Sivasankaran Balasubramaniam, Phanindra Kumar, Niharika Singh, Prof. (Dr.) Punit Goel, and Om Goel. 2022. Leveraging Power BI and Tableau for Advanced Data Visualization and Business Insights. International Journal of General Engineering and Technology (IJGET) 11(2): 153–174. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Dharmapuram, Suraj, Priyank Mohan, Rahul Arulkumaran, Om Goel, Lalit Kumar, and Arpit Jain. 2022. Optimizing Data Freshness and Scalability in Real-Time Streaming Pipelines with Apache Flink. International Journal of Applied Mathematics & Statistical Sciences (IJAMSS) 11(2): 307–326.
- Dharmapuram, Suraj, Rakesh Jena, Satish Vadlamani, Lalit Kumar, Punit Goel, and S. P. Singh. 2022. “Improving Latency and Reliability in Large-Scale Search Systems: A Case Study on Google Shopping.” International Journal of General Engineering and Technology (IJGET) 11(2): 175–98. ISSN (P): 2278–9928; ISSN (E): 2278–9936.
- Mane, Hrishikesh Rajesh, Aravind Ayyagari, Archit Joshi, Om Goel, Lalit Kumar, and Arpit Jain. “Serverless Platforms in AI SaaS Development: Scaling Solutions for Rezoome AI.” International Journal of Computer Science and Engineering (IJCSE) 11(2):1–12. ISSN (P): 2278-9960; ISSN (E): 2278-9979.
- Bisetty, Sanyasi Sarat Satya Sukumar, Aravind Ayyagari, Krishna Kishor Tirupati, Sandeep Kumar, MSR Prasad, and Sangeet Vashishtha. “Legacy System Modernization: Transitioning from AS400 to Cloud Platforms.” International Journal of Computer Science and Engineering (IJCSE) 11(2): [Jul-Dec]. ISSN (P): 2278-9960; ISSN (E): 2278-9979.
- Akisetty, Antony Satya Vivek Vardhan, Priyank Mohan, Phanindra Kumar, Niharika Singh, Punit Goel, and Om Goel. 2022. “Real-Time Fraud Detection Using PySpark and Machine Learning Techniques.” International Journal of Computer Science and Engineering (IJCSE) 11(2):315–340.
- Bhat, Smita Raghavendra, Priyank Mohan, Phanindra Kumar, Niharika Singh, Punit Goel, and Om Goel. 2022. “Scalable Solutions for Detecting Statistical Drift in Manufacturing Pipelines.” International Journal of Computer Science and Engineering (IJCSE) 11(2):341–362.
- Abdul, Rafa, Ashish Kumar, Murali Mohana Krishna Dandu, Punit Goel, Arpit Jain, and Aman Shrivastav. 2022. “The Role of Agile Methodologies in Product Lifecycle Management (PLM) Optimization.” International Journal of Computer Science and Engineering 11(2):363–390.
- Das, Abhishek, Archit Joshi, Indra Reddy Mallela, Dr. Satendra Pal Singh, Shalu Jain, and Om Goel. (2022). “Enhancing Data Privacy in Machine Learning with Automated Compliance Tools.” International Journal of Applied Mathematics and Statistical Sciences, 11(2):1-10. doi:10.1234/ijamss.2022.12345.
- Krishnamurthy, Satish, Ashvini Byri, Ashish Kumar, Satendra Pal Singh, Om Goel, and Punit Goel. (2022). “Utilizing Kafka and Real-Time Messaging Frameworks for High-Volume Data Processing.” International Journal of Progressive Research in Engineering Management and Science, 2(2):68–84. https://doi.org/10.58257/IJPREMS75 .
- Krishnamurthy, Satish, Nishit Agarwal, Shyama Krishna, Siddharth Chamarthy, Om Goel, Prof. (Dr.) Punit Goel, and Prof. (Dr.) Arpit Jain. (2022). “Machine Learning Models for Optimizing POS Systems and Enhancing Checkout Processes.” International Journal of Applied Mathematics & Statistical Sciences, 11(2):1-10. IASET. ISSN (P): 2319–3972; ISSN (E): 2319–3980.
- Mehra, A., & Solanki, D. S. (2024). Green Computing Strategies for Cost-Effective Cloud Operations in the Financial Sector. Journal of Quantum Science and Technology (JQST), 1(4), Nov(578–607). Retrieved from https://jqst.org/index.php/j/article/view/140
- Krishna Gangu, Prof. (Dr) MSR Prasad. (2024). Sustainability in Supply Chain Planning. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 360–389. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/170
- Sreeprasad Govindankutty, Ajay Shriram Kushwaha. (2024). The Role of AI in Detecting Malicious Activities on Social Media Platforms. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 24–48. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/154
- Samarth Shah, Raghav Agarwal. (2024). Scalability and Multi tenancy in Kubernetes. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 141–162. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/158
- Varun Garg, Dr S P Singh. (2024). Cross-Functional Strategies for Managing Complex Promotion Data in Grocery Retail. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 49–79. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/155
- Hari Gupta, Nagarjuna Putta, Suraj Dharmapuram, Dr. Sarita Gupta, Om Goel , Akshun Chhapola, Cross-Functional Collaboration in Product Development: A Case Study of XFN Engineering Initiatives , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.857-880, December 2024, Available at : http://www.ijrar.org/IJRAR24D3134.pdf
- Vaidheyar Raman Balasubramanian, Prof. (Dr) Sangeet Vashishtha, Nagender Yadav. (2024). Integrating SAP Analytics Cloud and Power BI: Comparative Analysis for Business Intelligence in Large Enterprises. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 111–140. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/157
- Sreeprasad Govindankutty, Ajay Shriram Kushwaha. (2024). The Role of AI in Detecting Malicious Activities on Social Media Platforms. International Journal of Multidisciplinary Innovation and Research Methodology, ISSN: 2960-2068, 3(4), 24–48. Retrieved from https://ijmirm.com/index.php/ijmirm/article/view/154
- Srinivasan Jayaraman, S., and Reeta Mishra. 2024. “Implementing Command Query Responsibility Segregation (CQRS) in Large-Scale Systems.” International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET) 12(12):49. Retrieved December 2024 (http://www.ijrmeet.org).
- Krishna Gangu, CA (Dr.) Shubha Goel, Cost Optimization in Cloud-Based Retail Systems , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.699-721, November 2024, Available at : http://www.ijrar.org/IJRAR24D3341.pdf
- Goel, P. & Singh, S. P. (2009). Method and Process Labor Resource Management System. International Journal of Information Technology, 2(2), 506-512.
- Singh, S. P. & Goel, P. (2010). Method and process to motivate the employee at performance appraisal system. International Journal of Computer Science & Communication, 1(2), 127-130.
- Goel, P. (2012). Assessment of HR development framework. International Research Journal of Management Sociology & Humanities, 3(1), Article A1014348. https://doi.org/10.32804/irjmsh
- Goel, P. (2016). Corporate world and gender discrimination. International Journal of Trends in Commerce and Economics, 3(6). Adhunik Institute of Productivity Management and Research, Ghaziabad.
- Gudavalli, S., Ravi, V. K., Jampani, S., Ayyagari, A., Jain, A., & Kumar, L. (2022). Machine learning in cloud migration and data integration for enterprises. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET), 10(6).
- Ravi, V. K., Jampani, S., Gudavalli, S., Goel, O., Jain, P. A., & Kumar, D. L. (2024). Role of Digital Twins in SAP and Cloud based Manufacturing. Journal of Quantum Science and Technology (JQST), 1(4), Nov(268–284). Retrieved from https://jqst.org/index.php/j/article/view/101.
- Jampani, Sridhar, Viharika Bhimanapati, Aditya Mehra, Om Goel, Prof. Dr. Arpit Jain, and Er. Aman Shrivastav. (2022). Predictive Maintenance Using IoT and SAP Data. International Research Journal of Modernization in Engineering Technology and Science, 4(4). https://www.doi.org/10.56726/IRJMETS20992.
- Kansal, S., & Saxena, S. (2024). Automation in enterprise security: Leveraging AI for threat prediction and resolution. International Journal of Research in Mechanical Engineering and Emerging Technologies, 12(12), 276. https://www.ijrmeet.org
- Venkatesha, G. G., & Goel, S. (2024). Threat modeling and detection techniques for modern cloud architectures. International Journal of Research in Modern Engineering and Emerging Technology (IJRMEET), 12(12), 306. https://www.ijrmeet.org
- Mandliya, R., & Saxena, S. (2024). Integrating reinforcement learning in recommender systems to optimize user interactions. Online International, Refereed, Peer-Reviewed & Indexed Monthly Journal, 12(12), 334. https://www.ijrmeet.org
- Sudharsan Vaidhun Bhaskar , Dr. Ravinder Kumar Real-Time Resource Allocation for ROS2-based Safety-Critical Systems using Model Predictive Control Iconic Research And Engineering Journals Volume 8 Issue 5 2024 Page 952-980
- Prince Tyagi, Shubham Jain,, Case Study: Custom Solutions for Aviation Industry Using SAP iMRO and TM , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.596-617, November 2024, Available at : http://www.ijrar.org/IJRAR24D3335.pdf
- Dheeraj Yadav, Dasaiah Pakanati,, Integrating Multi-Node RAC Clusters for Improved Data Processing in Enterprises , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.629-650, November 2024, Available at : http://www.ijrar.org/IJRAR24D3337.pdf
- Rajesh Ojha, Shalu Jain, Integrating Digital Twin and Augmented Reality for Asset Inspection and Training , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.618-628, November 2024, Available at : http://www.ijrar.org/IJRAR24D3336.pdf
IJRAR’s Publication Details - Prabhakaran Rajendran, Er. Siddharth. (2024). The Importance of Integrating WES with WMS in Modern Warehouse Systems. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 773–789. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/155
- Khushmeet Singh, UJJAWAL JAIN, Leveraging Snowflake for Real-Time Business Intelligence and Analytics , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.669-682, November 2024, Available at : http://www.ijrar.org/IJRAR24D3339.pdf
- Ramdass, K., & Jain, U. (2024). Application of static and dynamic security testing in financial sector. International Journal for Research in Management and Pharmacy, 13(10). Retrieved from https://www.ijrmp.org
- Vardhansinh Yogendrasinnh Ravalji, Dr. Saurabh Solanki, NodeJS and Express in Sports Media Aggregation Platforms , IJRAR – International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.11, Issue 4, Page No pp.683-698, November 2024, Available at : http://www.ijrar.org/IJRAR24D3340.pdf
- Vardhansinh Yogendrasinnh Ravalji , Lagan Goel User-Centric Design for Real Estate Web Applications Iconic Research And Engineering Journals Volume 8 Issue 5 2024 Page 1158-1174
- Viswanadha Pratap Kondoju, Daksha Borada. (2024). Predictive Analytics in Loan Default Prediction Using Machine Learning. International Journal of Research Radicals in Multidisciplinary Fields, ISSN: 2960-043X, 3(2), 882–909. Retrieved from https://www.researchradicals.com/index.php/rr/article/view/162
- Jampani, Sridhar, Aravind Ayyagari, Kodamasimham Krishna, Punit Goel, Akshun Chhapola, and Arpit Jain. (2020). Cross-platform Data Synchronization in SAP Projects. International Journal of Research and Analytical Reviews (IJRAR), 7(2):875. Retrieved from ijrar.org.