Transformation through Integration: A Multi-Sector Analysis of Data Automation in Enterprise Operations
DOI:
https://doi.org/10.32628/CSEIT25112779Keywords:
Business process automation, data integration, operational efficiency, enterprise data pipelines, cross-industry implementationAbstract
This article examines how leading organizations across the finance, retail, and logistics sectors are leveraging data automation and integration technologies to transform their operational capabilities and competitive positioning. Through systematic analysis of implementation frameworks and case studies, The article identifies emerging patterns in how industry giants are deploying real-time data pipelines, fraud detection systems, and dynamic customer engagement models to achieve operational advantages. The article reveals distinct adoption pathways across sectors while highlighting cross-industry implementation challenges and solutions. The article demonstrates that successful automation integration correlates with significant improvements in decision-making agility, operational accuracy, and market responsiveness. The article contributes to both theoretical understanding of enterprise automation architectures and practical implementation frameworks, offering insights for organizations seeking to navigate the increasing complexity of integrated data environments.
Downloads
References
Gary Hildebrandt, Daniel Dittler, et al., "Data Integration for Digital Twins in Industrial Automation: A Systematic Literature Review," IEEE Access, Sep. 2024. https://ieeeaccess.ieee.org/featured-articles/dataintegration_digitaltwins/
Vivek Bhardwaj, Virender, et al., "Robotic Process Automation for Automating Business Processes," in 2023 7th International Conference on Computing Methodologies and Communication (ICCMC), Apr. 2023. https://ieeexplore.ieee.org/abstract/document/10083859
C. Rameback, "Process Automation Systems: History and Future," in EFTA 2003 - IEEE Conference on Emerging Technologies and Factory Automation, Sep. 16-19, 2003. https://ieeexplore.ieee.org/abstract/document/1247680
Abhishek Kumar, Ananth Kumar, et al., "Industry Automation: The Technologies, Platforms, and Use Cases," River Publishers eBooks (available on IEEE Xplore), 2024. https://ieeexplore.ieee.org/book/10506727
M. E. Isharyani, B. M. Sopha, et al., "Smart Retail Adaptation Framework for Traditional Retailers: A Systematical Review of Literature," in 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Dec. 13-16, 2022. https://ieeexplore.ieee.org/abstract/document/9673056
Maria do Rosário Cabrita, Francisca Pargana, et al., "Robotic Process Automation Implementation Framework in a Cross-Industry Context," in 2021 16th Iberian Conference on Information Systems and Technologies (CISTI), Jun. 23-26, 2021. https://ieeexplore.ieee.org/abstract/document/9476662
SEYEDEH KHADIJEH HASHEMI, SEYEDEH LEILI MIRTAHERI, et al., "Fraud Detection in Banking Data by Machine Learning Techniques," IEEE Access, Dec. 26, 2022. https://ieeexplore.ieee.org/stampPDF/getPDF.jsp?arnumber=9999220
Xiaofei Peng, "An Integrated Risk Management Model for Financial Institutions," in 2009 International Conference on Business Intelligence and Financial Engineering, Jul. 24-26, 2009. https://ieeexplore.ieee.org/abstract/document/5208854
Charisha Shyam Sukha, Sandeep Prabhu, "Framework in Supply Chain using Inventory Management, Big Data, and Inventory Analytics," in IEEE Conference on Computing Methodologies and Communication, Apr. 8-9, 2023. https://ieeexplore.ieee.org/abstract/document/10134627
Hisashi Masuda, Yoshinori Hara, et al., "A Dynamic Evaluation Model Based on Customer Expectation and Satisfaction," in 2011 Annual SRII Global Conference, Mar. 29 - Apr. 2, 2011. https://ieeexplore.ieee.org/abstract/document/5958114
Chengshan Wang, Saiyi Wang, "The Automatic Routing System of Urban Mid-Voltage Distribution Network Based on Spatial GIS," IEEE Transactions on Power Delivery, Nov. 2005. https://ieeexplore.ieee.org/abstract/document/1460299
Emoto, Tamayo, et al., "Implementation of a Predictive Maintenance System," in IEEE/PES Transmission and Distribution Conference and Exhibition, May 21-24, 2006. https://ieeexplore.ieee.org/document/1668454
Downloads
Published
Issue
Section
License
Copyright (c) 2025 International Journal of Scientific Research in Computer Science, Engineering and Information Technology
This work is licensed under a Creative Commons Attribution 4.0 International License.