Go-to-Market Strategies for Supply Chain Data Solutions: A Roadmap to Global Adoption

References

[1] Agyekum, K., & Emenheiser, J. (2017). Supply chain collaboration models: A strategic approach to enhancing adoption of data solutions. International Journal of Supply Chain Management, 6(3), 29-40.

[2] Alhassan, I., & Nkrumah, E. (2019). Addressing data privacy concerns in supply chain data solutions: Building trust through transparency. Journal of Business Ethics, 154(2), 395-409. https://doi.org/10.1007/s10551-017-3446-9

[3] Bhanot, S., & Bansal, A. (2019). The influence of regulatory frameworks on the adoption of supply chain data solutions. Journal of Operations Management, 65(4), 389-404. https://doi.org/10.1016/j.jom.2018.11.002

[4] Caniato, F., & Moretto, A. (2018). Change management in supply chain data solution adoption: Key factors and strategies. International Journal of Production Economics, 205, 75-85. https://doi.org/10.1016/j.ijpe.2018.08.011

[5] Irfan, M., & Manzoor, F. (2016). The role of cloud computing in enhancing supply chain data solutions. Journal of Cloud Computing: Advances, Systems and Applications, 5(1), 15-25. https://doi.org/10.1186/s13677-016-0046-8

[6] Kamble, S., Gunasekaran, A., & Sharma, R. (2019). The impact of digital transformation on supply chain innovation: A study of data analytics. International Journal of Production Research, 57(9), 2744-2760. https://doi.org/10.1080/00207543.2018.1462253

[7] Kumar, V. (2017). Challenges of data integration in supply chain management: Implications for the adoption of data solutions. Supply Chain Management: An International Journal, 22(3), 167-181. https://doi.org/10.1108/SCM-06-2016-0204

[8] Manda, L., & Mkhize, N. (2015). The effectiveness of training programs in implementing supply chain data solutions. Journal of Business Research, 68(9), 2047-2055. https://doi.org/10.1016/j.jbusres.2015.01.030

[9] Melnyk, S. A., van Hoek, R., & Johnson, M. (2014). Developing a collaborative supply chain: An exploration of the factors that influence collaboration success. Journal of Supply Chain Management, 50(2), 50-68. https://doi.org/10.1111/jscm.12038

[10] Vial, G. (2019). Understanding digital transformation: A review and a research agenda. Journal of Strategic Information Systems, 28(2), 118-144. https://doi.org/10.1016/j.jsis.2019.03.001

[11] Wang, Y., Gunasekaran, A., & Ngai, E. (2016). The impact of big data analytics on supply chain performance. International Journal of Production Economics, 176, 113-127. https://doi.org/10.1016/j.ijpe.2016.04.017

[12] Wu, H., & Zha, X. (2018). The effectiveness of content marketing in the adoption of supply chain data solutions: Insights from empirical research. Journal of Marketing Theory and Practice, 26(3), 279-293. https://doi.org/10.1080/10696679.2018.1434931

[13] Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. https://rjpn.org/ijcspub/papers/IJCSP20B1006.pdf

[14] "Effective Strategies for Building Parallel and Distributed Systems", International Journal of Novel Research and Development, ISSN:2456-4184, Vol.5, Issue 1, page no.23-42, January-2020. http://www.ijnrd.org/papers/IJNRD2001005.pdf

[15] "Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 9, page no.96-108, September-2020, https://www.jetir.org/papers/JETIR2009478.pdf

[16] Venkata Ramanaiah Chintha, Priyanshi, Prof.(Dr) Sangeet Vashishtha, "5G Networks: Optimization of Massive MIMO", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.389-406, February-2020. (http://www.ijrar.org/IJRAR19S1815.pdf )

[17] Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491 https://www.ijrar.org/papers/IJRAR19D5684.pdf

[18] Sumit Shekhar, SHALU JAIN, DR. POORNIMA TYAGI, "Advanced Strategies for Cloud Security and Compliance: A Comparative Study", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.396-407, January 2020. (http://www.ijrar.org/IJRAR19S1816.pdf )

[19] "Comparative Analysis OF GRPC VS. ZeroMQ for Fast Communication", International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 2, page no.937-951, February-2020. (http://www.jetir.org/papers/JETIR2002540.pdf )

[20] Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. https://rjpn.org/ijcspub/papers/IJCSP20B1006.pdf

[21] "Effective Strategies for Building Parallel and Distributed Systems". International Journal of Novel Research and Development, Vol.5, Issue 1, page no.23-42, January 2020. http://www.ijnrd.org/papers/IJNRD2001005.pdf

[22] "Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions". International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 9, page no.96-108, September 2020. https://www.jetir.org/papers/JETIR2009478.pdf

[23] Venkata Ramanaiah Chintha, Priyanshi, & Prof.(Dr) Sangeet Vashishtha (2020). "5G Networks: Optimization of Massive MIMO". International Journal of Research and Analytical Reviews (IJRAR), Volume.7, Issue 1, Page No pp.389-406, February 2020. (http://www.ijrar.org/IJRAR19S1815.pdf)

[24] Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491. https://www.ijrar.org/papers/IJRAR19D5684.pdf

[25] Sumit Shekhar, Shalu Jain, & Dr. Poornima Tyagi. "Advanced Strategies for Cloud Security and Compliance: A Comparative Study". International Journal of Research and Analytical Reviews (IJRAR), Volume.7, Issue 1, Page No pp.396-407, January 2020. (http://www.ijrar.org/IJRAR19S1816.pdf)

[26] "Comparative Analysis of GRPC vs. ZeroMQ for Fast Communication". International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 2, page no.937-951, February 2020. (http://www.jetir.org/papers/JETIR2002540.pdf)

[27] Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. Available at: http://www.ijcspub/papers/IJCSP20B1006.pdf

[28] Enhancements in SAP Project Systems (PS) for the Healthcare Industry: Challenges and Solutions. International Journal of Emerging Technologies and Innovative Research, Vol.7, Issue 9, pp.96-108, September 2020. [Link](http://www.jetir papers/JETIR2009478.pdf)

[29] Synchronizing Project and Sales Orders in SAP: Issues and Solutions. IJRAR - International Journal of Research and Analytical Reviews, Vol.7, Issue 3, pp.466-480, August 2020. [Link](http://www.ijrar IJRAR19D5683.pdf)

[30] Cherukuri, H., Pandey, P., & Siddharth, E. (2020). Containerized data analytics solutions in on-premise financial services. International Journal of Research and Analytical Reviews (IJRAR), 7(3), 481-491. [Link](http://www.ijrar viewfull.php?&p_id=IJRAR19D5684)

[31] Cherukuri, H., Singh, S. P., & Vashishtha, S. (2020). Proactive issue resolution with advanced analytics in financial services. The International Journal of Engineering Research, 7(8), a1-a13. [Link](tijer tijer/viewpaperforall.php?paper=TIJER2008001)

[32] Eeti, E. S., Jain, E. A., & Goel, P. (2020). Implementing data quality checks in ETL pipelines: Best practices and tools. International Journal of Computer Science and Information Technology, 10(1), 31-42. [Link](rjpn ijcspub/papers/IJCSP20B1006.pdf)

[33] Sumit Shekhar, SHALU JAIN, DR. POORNIMA TYAGI, "Advanced Strategies for Cloud Security and Compliance: A Comparative Study," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.396-407, January 2020, Available at: [IJRAR](http://www.ijrar IJRAR19S1816.pdf)

[34] VENKATA RAMANAIAH CHINTHA, PRIYANSHI, PROF.(DR) SANGEET VASHISHTHA, "5G Networks: Optimization of Massive MIMO", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.7, Issue 1, Page No pp.389-406, February-2020. Available at: IJRAR19S1815.pdf

[35] "Effective Strategies for Building Parallel and Distributed Systems", International Journal of Novel Research and Development, ISSN:2456-4184, Vol.5, Issue 1, pp.23-42, January-2020. Available at: IJNRD2001005.pdf

[36] "Comparative Analysis OF GRPC VS. ZeroMQ for Fast Communication", International Journal of Emerging Technologies and Innovative Research, ISSN:2349-5162, Vol.7, Issue 2, pp.937-951, February-2020. Available at: JETIR2002540.pdf

[37] Shyamakrishna Siddharth Chamarthy, Murali Mohana Krishna Dandu, Raja Kumar Kolli, Dr. Satendra Pal Singh, Prof. (Dr.) Punit Goel, & Om Goel. (2020). "Machine Learning Models for Predictive Fan Engagement in Sports Events." International Journal for Research Publication and Seminar, 11(4), 280–301. https://doi.org/10.36676/jrps.v11.i4.1582

[38] Ashvini Byri, Satish Vadlamani, Ashish Kumar, Om Goel, Shalu Jain, & Raghav Agarwal. (2020). Optimizing Data Pipeline Performance in Modern GPU Architectures. International Journal for Research Publication and Seminar, 11(4), 302–318. https://doi.org/10.36676/jrps.v11.i4.1583

[39] Indra Reddy Mallela, Sneha Aravind, Vishwasrao Salunkhe, Ojaswin Tharan, Prof.(Dr) PunBuilding and Deploying Microservices on Azure: Techniques and Best Practices. International Journal of Novel Research and Development, Vol.6, Issue 3, pp.34-49, March 2021. [Link](http://www.ijnrd papers/IJNRD2103005.pdf)

[40] Optimizing Cloud Architectures for Better Performance: A Comparative Analysis. International Journal of Creative Research Thoughts, Vol.9, Issue 7, pp.g930-g943, July 2021. [Link](http://www.ijcrt papers/IJCRT2107756.pdf)

[41] Configuration and Management of Technical Objects in SAP PS: A Comprehensive Guide. The International Journal of Engineering Research, Vol.8, Issue 7, 2021. [Link](http://tijer tijer/papers/TIJER2107002.pdf)

[42] Pakanati, D., Goel, B., & Tyagi, P. (2021). Troubleshooting common issues in Oracle Procurement Cloud: A guide. International Journal of Computer Science and Public Policy, 11(3), 14-28. [Link](rjpn ijcspub/viewpaperforall.php?paper=IJCSP21C1003)

[43] Cherukuri, H., Goel, E. L., & Kushwaha, G. S. (2021). Monetizing financial data analytics: Best practice. International Journal of Computer Science and Publication (IJCSPub), 11(1), 76-87. [Link](rjpn ijcspub/viewpaperforall.php?paper=IJCSP21A1011)

[44] Kolli, R. K., Goel, E. O., & Kumar, L. (2021). Enhanced network efficiency in telecoms. International Journal of Computer Science and Programming, 11(3), Article IJCSP21C1004. [Link](rjpn ijcspub/papers/IJCSP21C1004.pdf)

[45] Eeti, S., Goel, P. (Dr.), & Renuka, A. (2021). Strategies for migrating data from legacy systems to the cloud: Challenges and solutions. TIJER (The International Journal of Engineering Research, 8(10), a1-a11. [Link](tijer tijer/viewpaperforall.php?paper=TIJER2110001)

[46] SHANMUKHA EETI, DR. AJAY KUMAR CHAURASIA, DR. TIKAM SINGH. (2021). Real-Time Data Processing: An Analysis of PySpark's Capabilities. IJRAR - International Journal of Research and Analytical Reviews, 8(3), pp.929-939. [Link](ijrar IJRAR21C2359.pdf)

[47] Mahimkar, E. S. (2021). "Predicting crime locations using big data analytics and Map-Reduce techniques," The International Journal of Engineering Research, 8(4), 11-21. TIJER

[48] "Analysing TV Advertising Campaign Effectiveness with Lift and Attribution Models," International Journal of Emerging Technologies and Innovative Research (JETIR), Vol.8, Issue 9, e365-e381, September 2021. [JETIR](http://www.jetir papers/JETIR2109555.pdf)

[49] SHREYAS MAHIMKAR, LAGAN GOEL, DR.GAURI SHANKER KUSHWAHA, "Predictive Analysis of TV Program Viewership Using Random Forest Algorithms," IJRAR - International Journal of Research and Analytical Reviews (IJRAR), Volume.8, Issue 4, pp.309-322, October 2021. [IJRAR](http://www.ijrar IJRAR21D2523.pdf)

[50] "Implementing OKRs and KPIs for Successful Product Management: A Case Study Approach," International Journal of Emerging Technologies and Innovative Research (JETIR), Vol.8, Issue 10, pp.f484-f496, October 2021. [JETIR](http://www.jetir papers/JETIR2110567.pdf)

[51] Shekhar, E. S. (2021). Managing multi-cloud strategies for enterprise success: Challenges and solutions. The International Journal of Emerging Research, 8(5), a1-a8. TIJER2105001.pdf

[52] VENKATA RAMANAIAH CHINTHA, OM GOEL, DR. LALIT KUMAR, "Optimization Techniques for 5G NR Networks: KPI Improvement", International Journal of Creative Research Thoughts (IJCRT), Vol.9, Issue 9, pp.d817-d833, September 2021. Available at: IJCRT2109425.pdf

[53] VISHESH NARENDRA PAMADI, DR. PRIYA PANDEY, OM GOEL, "Comparative Analysis of Optimization Techniques for Consistent Reads in Key-Value Stores", IJCRT, Vol.9, Issue 10, pp.d797-d813, October 2021. Available at: IJCRT2110459.pdf

[54] Chintha, E. V. R. (2021). DevOps tools: 5G network deployment efficiency. The International Journal of Engineering Research, 8(6), 11-23. TIJER2106003.pdf

[55] Pamadi, E. V. N. (2021). Designing efficient algorithms for MapReduce: A simplified approach. TIJER, 8(7), 23-37. [View Paper](tijer tijer/viewpaperforall.php?paper=TIJER2107003)

[56] Antara, E. F., Khan, S., & Goel, O. (2021). Automated monitoring and failover mechanisms in AWS: Benefits and implementation. International Journal of Computer Science and Programming, 11(3), 44-54. [View Paper](rjpn ijcspub/viewpaperforall.php?paper=IJCSP21C1005)

[57] Antara, F. (2021). Migrating SQL Servers to AWS RDS: Ensuring High Availability and Performance. TIJER, 8(8), a5-a18. [View Paper](tijer tijer/viewpaperforall.php?paper=TIJER2108002)

[58] Chopra, E. P. (2021). Creating live dashboards for data visualization: Flask vs. React. The International Journal of Engineering Research, 8(9), a1-a12. TIJER

[59] Daram, S., Jain, A., & Goel, O. (2021). Containerization and orchestration: Implementing OpenShift and Docker. Innovative Research Thoughts, 7(4). DOI

[60] Chinta, U., Aggarwal, A., & Jain, S. (2021). Risk management strategies in Salesforce project delivery: A case study approach. Innovative Research Thoughts, 7(3). https://doi.org/10.36676/irt.v7.i3.1452

[61] UMABABU CHINTA, PROF.(DR.) PUNIT GOEL, UJJAWAL JAIN, "Optimizing Salesforce CRM for Large Enterprises: Strategies and Best Practices", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 1, pp.4955-4968, January 2021. http://www.ijcrt.org/papers/IJCRT2101608.pdf

[62] Bhimanapati, V. B. R., Renuka, A., & Goel, P. (2021). Effective use of AI-driven third-party frameworks in mobile apps. Innovative Research Thoughts, 7(2). https://doi.org/10.36676/irt.v07.i2.1451

[63] it Goel, & Dr Satendra Pal Singh. (2020). Explainable AI for Compliance and Regulatory Models. International Journal for Research Publication and Seminar, 11(4), 319–339. https://doi.org/10.36676/jrps.v11.i4.1584

[64] Sandhyarani Ganipaneni, Phanindra Kumar Kankanampati, Abhishek Tangudu, Om Goel, Pandi Kirupa Gopalakrishna, & Dr Prof.(Dr.) Arpit Jain. (2020). Innovative Uses of OData Services in Modern SAP Solutions. International Journal for Research Publication and Seminar, 11(4), 340–355. https://doi.org/10.36676/jrps.v11.i4.1585

[65] Saurabh Ashwinikumar Dave, Nanda Kishore Gannamneni, Bipin Gajbhiye, Raghav Agarwal, Shalu Jain, & Pandi Kirupa Gopalakrishna. (2020). Designing Resilient Multi-Tenant Architectures in Cloud Environments. International Journal for Research Publication and Seminar, 11(4), 356–373. https://doi.org/10.36676/jrps.v11.i4.1586

[66] Rakesh Jena, Sivaprasad Nadukuru, Swetha Singiri, Om Goel, Dr. Lalit Kumar, & Prof.(Dr.) Arpit Jain. (2020). Leveraging AWS and OCI for Optimized Cloud Database Management. International Journal for Research Publication and Seminar, 11(4), 374–389. https://doi.org/10.36676/jrps.v11.i4.1587

@article{1702954,
      author = {Gokul Subramanian, Rakesh Jena, Dr. Lalit Kumar, Satish Vadlamani, Dr. S P Singh; Prof. (Dr) Punit Goel},
      title = {Go-to-Market Strategies for Supply Chain Data Solutions: A Roadmap to Global Adoption},
      journal = {Iconic Research And Engineering Journals},
      year = {2021},
      volume = {5},
      number = {5},
      pages = {249-268},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1702954.pdf},
      abstract = {In today?s dynamic business environment, the importance of effective supply chain data solutions cannot be overstated. This paper explores comprehensive go-to-market strategies aimed at facilitating the global adoption of these solutions. By addressing key challenges such as data silos, lack of standardization, and integration complexities, organizations can harness the power of advanced analytics and real-time data insights. The proposed roadmap encompasses several critical elements, including market segmentation, targeted customer outreach, strategic partnerships, and robust marketing campaigns that highlight the unique value propositions of supply chain data solutions.
Furthermore, this study emphasizes the significance of aligning technological capabilities with market needs, ensuring that solutions not only meet current demands but also anticipate future trends. By employing a combination of traditional and digital marketing tactics, businesses can enhance visibility and drive engagement among potential clients. Case studies of successful implementations illustrate best practices and lessons learned, providing a practical framework for stakeholders. Ultimately, this research aims to equip organizations with the necessary tools to navigate the complexities of the supply chain landscape, fostering a culture of data-driven decision-making and enabling sustainable growth in an increasingly competitive global marketplace. The insights derived from this roadmap will contribute to a more efficient, transparent, and resilient supply chain ecosystem, driving innovation and enhancing operational performance across various industries.},
      keywords = {Go-to-market strategies, supply chain data solutions, global adoption, market segmentation, customer outreach, strategic partnerships, marketing campaigns, advanced analytics, real-time data insights, data-driven decision-making, integration complexities, operational performance, sustainable growth, transparency, resilience.},
      month = {November},
  }