An Integrated Data Engineering and Business Analytics Framework for Cross-Functional Collaboration And Strategic Value Creation
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This paper explores the design and implementation of an integrated data engineering and business analytics framework aimed at fostering cross-functional collaboration and driving strategic value creation in modern organizations. With the rapid growth of data-driven decision-making, businesses are increasingly reliant on effective integration between data engineering processes and business analytics tools to enhance operational efficiency, improve decision-making, and achieve competitive advantage. This study addresses the common challenges organizations face in integrating these two critical disciplines, such as data silos, misalignment between departments, and inefficient data governance practices. By proposing a comprehensive framework that connects data engineering practices (e.g., ETL processes, cloud storage) with business analytics tools (e.g., predictive analytics, decision support systems), the paper highlights the potential for improving decision-making processes across business units, enhancing organizational agility, and creating long-term strategic value. Through case studies and qualitative analysis, the research identifies how organizations can leverage this integrated framework to streamline communication, align strategic objectives, and foster a culture of collaboration. The findings emphasize that organizations adopting this framework are better positioned to capitalize on data-driven insights for innovation, revenue growth, and customer satisfaction. The paper also offers actionable recommendations for organizations to successfully implement this integration, including investments in robust data governance practices, user training, and scalable technology solutions. Additionally, future research directions are suggested, focusing on the role of emerging technologies like AI and machine learning in enhancing the framework’s capabilities and scalability across various industries and global contexts.
Adepoju, A. H., Eweje, A., Collins, A., & Austin-Gabriel, B. (2024). Automated offer creation pipelines: An innovative approach to improving publishing timelines in digital media platforms. International Journal of Multidisciplinary Research and Growth Evaluation, 5(6), 1475-1489.
Adepoju, P. A., Ige, A. B., Akinade, A. O., & Afolabi, A. I. (2025). Smart Cities and Internet of Things (IoT): A Review of Emerging Technologies and Challenges. International Journal of Research and Innovation in Social Science, 9(1), 1536-1549.
Agho, M. O., Eyo-Udo, N. L., Onukwulu, E. C., Sule, A. K., & Azubuike, C. (2024). Digital Twin Technology for Real-Time Monitoring of Energy Supply Chains. International Journal of Research and Innovation in Applied Science, 9(12), 564-592.
Alex-Omiogbemi, A. A., Sule, A. K., Michael, B., & Omowole, S. J. O. (2024). Advances in AI and FinTech Applications for Transforming Risk Management Frameworks in Banking.
Alex-Omiogbemi, A. A., Sule, A. K., Omowole, B. M., & Owoade, S. J. (2024a). Advances in cybersecurity strategies for financial institutions: A focus on combating E-Channel fraud in the Digital era.
Alex-Omiogbemi, A. A., Sule, A. K., Omowole, B. M., & Owoade, S. J. (2024b). Conceptual framework for advancing regulatory compliance and risk management in emerging markets through digital innovation.
Alex-Omiogbemi, A. A., Sule, A. K., Omowole, B. M., & Owoade, S. J. (2024c). Conceptual framework for optimizing client relationship management to enhance financial inclusion in developing economies.
Alozie, C. E., Akerele, J. I., Kamau, E., & Myllynen, T. (2024a). Capacity Planning in Cloud Computing: A Site Reliability Engineering Approach to Optimizing Resource Allocation.
Alozie, C. E., Akerele, J. I., Kamau, E., & Myllynen, T. (2024b). Disaster Recovery in Cloud Computing: Site Reliability Engineering Strategies for Resilience and Business Continuity.
Apeh, C. E., Odionu, C. S., Bristol-Alagbariya, B., Okon, R., & Austin-Gabriel, B. (2024). Advancing workforce analytics and big data for decision-making: Insights from HR and pharmaceutical supply chain management. Int J Multidiscip Res Growth Eval, 5(1), 1217-1222.
Babatunde, G. O., Mustapha, S. D., Ike, C. C., & Alabi, A. A. (2025). A holistic cyber risk assessment model to identify and mitigate threats in us and canadian enterprises.
CHINTOH, G. A., SEGUN-FALADE, O. D., ODIONU, C. S., & EKEH, A. H. (2024). Developing a Compliance Model for AI-Driven Financial Services: Navigating CCPA and GLBA Regulations.
Chintoh, G. A., Segun-Falade, O. D., Odionu, C. S., & Ekeh, A. H. (2025a). Cross-Jurisdictional data privacy compliance in the US: developing a new model for managing AI data across state and federal laws. Gulf Journal of Advance Business Research, 3(2), 537-548.
Chintoh, G. A., Segun-Falade, O. D., Odionu, C. S., & Ekeh, A. H. (2025b). The role of AI in US consumer privacy: Developing new concepts for CCPA and GLBA compliance in smart services. Gulf Journal of Advance Business Research, 3(2), 549-560.
Collins, A., Hamza, O., Eweje, A., & Babatunde, G. O. (2024). Challenges and Solutions in Data Governance and Privacy: A Conceptual Model for Telecom and Business Intelligence Systems.
Daramola, O. M., Apeh, C. E., Basiru, J. O., Onukwulu, E. C., & Paul, P. O. (2024). Environmental Law and Corporate Social Responsibility: Assessing the Impact of Legal Frameworks on Circular Economy Practices.
Daramola, O. M., Apeh, C. E., Basiru, J. O., Onukwulu, E. C., & Paul, P. O. (2025). Sustainable packaging operations: Balancing cost, functionality, and environmental concerns.
Durojaiye, A. T., Ewim, C. P.-M., & Igwe, A. N. (2024). Designing a machine learning-based lending model to enhance access to capital for small and medium enterprises. Journal name missing.
Ekeh, A. H., Apeh, C. E., Odionu, C. S., & Austin-Gabriel, B. (2025a). Data analytics and machine learning for gender-based violence prevention: A framework for policy design and intervention strategies. Gulf Journal of Advance Business Research, 3(2), 323-347.
Ekeh, A. H., Apeh, C. E., Odionu, C. S., & Austin-Gabriel, B. (2025b). Leveraging machine learning for environmental policy innovation: Advances in Data Analytics to address urban and ecological challenges. Gulf Journal of Advance Business Research, 3(2), 456-482.
ELUMILADE, O. O., OGUNDEJI, I. A., OZOEMENAM, G., Achumie, H., & OMOWOLE, B. M. (2024). Advancing Audit Efficiency Through Statistical Sampling and Compliance Best Practices in Financial Reporting. IRE Journals, 7(9), 434-437.
Eyieyien, O. G., Idemudia, C., Paul, P. O., & Ijomah, T. I. (2024). Effective stakeholder and risk management strategies for large-scale international project success. Int. J. Front. Sci. Technol. Res, 7(1), 013-024.
Eyo-Udo, N. L., Agho, M. O., Onukwulu, E. C., Sule, A. K., Azubuike, C., Nigeria, L., & Nigeria, P. (2024). Advances in Blockchain Solutions for Secure and Efficient Cross-Border Payment Systems. International Journal of Research and Innovation in Applied Science, 9(12), 536-563.
Famoti, O., Omowole, B. M., Nzeako, G., Muyiwa-Ajayi, T. P., Ezechi, O. N., Ewim, C. P.-M., & Omokhoa, H. E. (2025). A Practical Model for Agile Project Management to Streamline Engineering Delivery in Energy Projects.
Famoti, O., Omowole, B. M., Nzeako, G., Shittu, R. A., Ezechi, O. N., Ewim, C. P.-M., & Omokhoa, H. E. (2025). A Digital Transformation Framework for US E-Commerce Supply Chains.
Hamza, O., Collins, A., Eweje, A., & Babatunde, G. O. (2024). Advancing data migration and virtualization techniques: ETL-driven strategies for Oracle BI and Salesforce integration in agile environments. International Journal of Multidisciplinary Research and Growth Evaluation, 5(1), 1100-1118.
Hassan, Y. G., Collins, A., Babatunde, G. O., Alabi, A. A., & Mustapha, S. D. (2025). Holistic software solutions for securing Iot ecosystems against data theft and network-based cyber threats. Gulf Journal of Advance Business Research, 3(1), 252-261.
Ibeh, A. I., Oso, O. B., Alli, O. I., & Babarinde, A. O. (2025). Scaling Healthcare Startups in Emerging Markets: A Platform Strategy for Growth and Impact. International Journal of Advanced Multidisciplinary Research and Studies, 5(1), 838-854.
Ige, A. B., Akinade, A. O., Adepoju, P. A., & Afolabi, A. I. (2025). Reviewing the Impact of 5G Technology on Healthcare in African Nations. International Journal of Research and Innovation in Social Science, 9(1), 1472-1484.
Igwe, A. N., Eyo-Udo, N. L., & Stephen, A. (2024). Synergizing AI and Blockchain to Enhance Cost-Effectiveness and Sustainability in Food and FMCG Supply Chains.
Johnson, O. B., Olamijuwon, J., Weldegeorgise, Y. W., & Soji, O. (2024). Designing a comprehensive cloud migration framework for high-revenue financial services: A case study on efficiency and cost management. Open Access Res J Sci Technol, 12(2), 58-69.
Kamau, E., Myllynen, T., Mustapha, S. D., Babatunde, G. O., & Alabi, A. A. (2024). A Conceptual Model for Real-Time Data Synchronization in Multi-Cloud Environments.
Kokogho, E., Odio, P. E., Ogunsola, O. Y., & Nwaozomudoh, M. O. (2024a). AI-Powered Economic Forecasting: Challenges and Opportunities in a Data-Driven World.
Kokogho, E., Odio, P. E., Ogunsola, O. Y., & Nwaozomudoh, M. O. (2024b). Conceptual Analysis of Strategic Historical Perspectives: Informing Better Decision Making and Planning for SMEs.
Kokogho, E., Odio, P. E., Ogunsola, O. Y., & Nwaozomudoh, M. O. (2024c). Transforming Public Sector Accountability: The Critical Role of Integrated Financial and Inventory Management Systems in Ensuring Transparency and Efficiency.
Kokogho, E., Okon, R., Omowole, B. M., Ewim, C. P.-M., & Onwuzulike, O. C. (2025). Enhancing cybersecurity risk management in fintech through advanced analytics and machine learning.
Kokogho, E., Onwuzulike, O. C., Omowole, B. M., Ewim, C. P.-M., & Adeyanju, M. O. (2025). Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry. Gulf Journal of Advance Business Research, 3(2), 348-379.
Odionu, C. S., Bristol-Alagbariya, B., & Okon, R. (2024). Big data analytics for customer relationship management: Enhancing engagement and retention strategies. International Journal of Scholarly Research in Science and Technology, 5(2), 050-067.
Okeke, N. I., Alabi, O. A., Igwe, A. N., Ofodile, O. C., & Ewim, C. P.-M. (2024a). AI-driven personalization framework for SMES: Revolutionizing customer engagement and retention.
Okeke, N. I., Alabi, O. A., Igwe, A. N., Ofodile, O. C., & Ewim, C. P.-M. (2024b). AI in customer feedback integration: A data-driven framework for enhancing business strategy. World J. Advanced Res. Reviews, 24(1), 3207-3220.
Olufemi-Phillips, A. Q., Igwe, A. N., Ofodile, O. C., & Louis, N. (2024). Analyzing economic inflation's impact on food security and accessibility through econometric modeling. International Journal of Green Economics.
Olufemi-Phillips, A. Q., Ofodile, O. C., Toromade, A. S., Igwe, A. N., & Adewale, T. T. (2024). Strategies for adapting food supply chains to climate change using simulation models. Strategies, 20(11), 1021-1040.
Oluokun, O. A., Akinsooto, O., Ogundipe, O. B., & Ikemba, S. (2024). Enhancing energy efficiency in retail through policy-driven energy audits and conservation measures.
Onukwulu, E. C., Agho, M. O., Eyo-Udo, N. L., Sule, A. K., & Azubuike, C. (2024a). Advances in automation and AI for enhancing supply chain productivity in oil and gas. International Journal of Research and Innovation in Applied Science, 9(12), 654-687.
Onukwulu, E. C., Agho, M. O., Eyo-Udo, N. L., Sule, A. K., & Azubuike, C. (2024b). Advances in blockchain integration for transparent renewable energy supply chains. International Journal of Research and Innovation in Applied Science, 9(12), 688-714.
Oso, O. B., Alli, O. I., Babarinde, A. O., & Ibeh, A. I. (2025a). Advanced financial modeling in healthcare investments: A framework for optimizing sustainability and impact. Gulf Journal of Advance Business Research, 3(2), 561-589.
Oso, O. B., Alli, O. I., Babarinde, A. O., & Ibeh, A. I. (2025b). Blended Financing Models for Healthcare Development: Unlocking Capital for Sustainable Infrastructure in Frontier Markets.
Oso, O. B., Alli, O. I., Babarinde, A. O., & Ibeh, A. I. (2025c). Impact-Driven Healthcare Investments: A Conceptual Framework for Deploying Capital and Technology in Frontier Market.
Oso, O. B., Alli, O. I., Babarinde, A. O., & Ibeh, A. I. (2025d). Navigating Cross-Border Healthcare Investments: A Risk-Opportunity Model for Emerging Markets.
Oso, O. B., Alli, O. I., Babarinde, A. O., & Ibeh, A. I. (2025e). Private Equity and Value Creation in Healthcare: A Strategic Model for Emerging Markets.
Owoade, S. J., Uzoka, A., Akerele, J. I., & Ojukwu, P. U. (2024). Cloud-based compliance and data security solutions in financial applications using CI/CD pipelines. World Journal of Engineering and Technology Research, 8(2), 152-169.
Oyedokun, O., Ewim, S. E., & Oyeyemi, O. P. (2024). A comprehensive review of machine learning applications in aml transaction monitoring. Int J Eng Res Dev, 20(11), 173-143.
Paul, P. O., Ogugua, J. O., & Eyo-Udo, N. L. (2024). Sustainable procurement practices: Balancing compliance, ethics, and cost-effectiveness. International Journal of Scientific Research Updates, 8(1), 027-036.
Segun-Falade, O. D., Osundare, O. S., Kedi, W. E., Okeleke, P. A., Ijomah, T. I., & Abdul-Azeez, O. Y. (2024). Utilizing machine learning algorithms to enhance predictive analytics in customer behavior studies.
