Enhancing Procurement Efficiency through Data-Driven Dashboards: Functionality, Insights, and Strategic Impact
DOI:
https://doi.org/10.63282/3050-922X.IJERET-V2I3P101Keywords:
Procurement dashboards, data-driven decision-making, spend analysis, supplier performance, contract management, artificial intelligence, big data analytics, business intelligence, procurement optimization, supply chain analytics, digital procurement transformationAbstract
In the evolving landscape of procurement, data-driven dashboards have emerged as transformative tools that enhance efficiency, transparency, and strategic decision-making. These dashboards leverage big data analytics, artificial intelligence (AI), and business intelligence (BI) to provide real-time insights into procurement activities, including spend analysis, supplier performance, and contract management. This paper explores the functionality and impact of procurement dashboards in modern supply chain management. We analyze how organizations can use visual analytics and predictive modeling to optimize procurement processes, identify cost-saving opportunities, and mitigate risks. Key dashboard features such as spend segmentation, supplier categorization, and contract compliance monitoring are examined in detail, demonstrating their role in streamlining procurement workflows. Furthermore, this study highlights the strategic benefits of procurement dashboards, including enhanced supplier negotiations, improved budget allocation, and risk management. To validate the significance of procurement dashboards, we present case studies and real-world applications, showcasing how organizations have successfully leveraged these tools to drive procurement excellence. The paper also addresses challenges such as data integration, accuracy, and user adoption while proposing best practices for effective implementation. By bridging the gap between raw procurement data and actionable intelligence, procurement dashboards empower organizations to make informed, data-driven decisions. This research contributes to the growing body of knowledge on digital procurement transformation and underscores the pivotal role of analytics-driven decision-making in procurement optimization
References
[1] Acquis Compliance. Acquis compliance software solution. https://www.acquiscompliance.com/blog/acquis-compliance-software-solution/
[2] Elchemy. Evolving role of sustainability in chemical safety and compliance. https://elchemy.com/blogs/supply-chain/evolving-role-of-sustainability-in-chemical-safety-and-compliance
[3] FreightFox. Supply chain visibility. https://www.freightfox.ai/blog/supply-chain-visibility
[4] GEP. AI-powered procurement dashboards: Meaning & features. https://www.gep.com/blog/ai-powered-procurement-dashboards-meaning-features
[5] GEP. Benefits of inventory visibility in supply chain. https://www.gep.com/blog/technology/benefits-of-inventory-visibility-in-supply-chain
[6] Greenly. What is GRC (governance, risk, and compliance)? https://greenly.earth/en-us/blog/company-guide/what-is-grc-governance-risk-and-compliance
[7] Haelixa. What is supply chain traceability? https://www.haelixa.com/what-is-supply-chain-traceability/
[8] Infosys BPM. Data analytics in procurement. https://www.infosysbpm.com/blogs/sourcing-procurement/data-analytics-in-procurement.html
[9] Inspectorio. Top regulations to monitor for ethical supply chains. https://www.inspectorio.com/blog/top-regulations-to-monitor-for-ethical-supply-chains
[10] Ivalua. Supply chain forecasting and methods. https://www.ivalua.com/blog/supply-chain-forecasting-and-methods/
[11] Kellton. Sustainability data management. https://www.kellton.com/kellton-tech-blog/sustainability-data-management
[12] LinkedIn. Improve demand forecasting & inventory management in your business. https://www.linkedin.com/pulse/improve-demand-forecasting-inventory-management-your-hellmuth-sander-qojsf
[13] LRQA. Navigating AI regulations: Ensuring compliance in a data-driven world. https://www.lrqa.com/en/insights/articles/navigating-ai-regulations-ensuring-compliance-in-a-data-driven-world/
[14] McKinsey & Company. Revolutionizing procurement: Leveraging data and AI for strategic advantage. https://www.mckinsey.com/capabilities/operations/our-insights/revolutionizing-procurement-leveraging-data-and-ai-for-strategic-advantage
[15] Netstock. Demand forecasting for supply chains: How to predict & plan. https://www.netstock.com/blog/demand-forecasting-for-supply-chains-how-to-predict-plan/
[16] SAP. What is supply chain planning? https://www.sap.com/india/products/scm/integrated-business-planning/what-is-supply-chain-planning/demand-forecasting.html
[17] Seattle University. Supply chain visibility. https://www.seattleu.edu/business/online/albers/blog/supply-chain-visibility
[18] Siemens. Compliance management solutions. https://www.sw.siemens.com/en-US/solutions/compliance-management/
[19] Simfoni. How does a procurement dashboard work? https://simfoni.com/procurement-dashboard/how-does-procurement-dashboard-work-2/
[20] SpendHQ. Procurement data challenges and solutions. https://www.spendhq.com/resources/procurement-data-challenges-and-solutions/
[21] Stibo Systems. Supply chain visibility. https://www.stibosystems.com/blog/supply-chain-visibility
[22] Tompkins International. Inventory management: How to improve demand forecasting. https://www.tompkinsinc.com/post/inventory-management-how-to-improve-demand-forecasting
[23] TracexTech. Ethical practices in supply chain management. https://tracextech.com/ethical-practices-in-supply-chain-management/
[24] Veridion. Data-driven procurement challenges. https://veridion.com/blog-posts/data-driven-procurement-challenges/