Procurement Analytics: Leveraging Big Data for Supplier Performance Evaluation and Cost Optimization

Authors

  • Dr. Alice Bennett University of Auckland, AI & Natural Language Processing Lab, New Zealand Author

DOI:

https://doi.org/10.63282/3050-9416.IJAIBDCMS-V4I4P103

Keywords:

Procurement Analytics, Big Data, Supplier Performance Evaluation, Cost Optimization, Spend Analysis, Predictive Analytics, Supplier Management

Abstract

Procurement analytics is revolutionizing how organizations evaluate supplier performance and optimize costs through the use of big data. By leveraging vast amounts of structured and unstructured data, procurement teams can gain actionable insights that drive informed decision-making. This transformation is critical as companies face mounting pressures to enhance operational efficiency and reduce expenditures. Big data analytics enables procurement professionals to conduct comprehensive spend analysis, contract management, and supplier evaluation. With tools that allow for real-time visibility into supplier metrics such as on-time delivery rates and quality control organizations can proactively identify potential issues and mitigate risks before they escalate. Moreover, predictive analytics empowers teams to forecast demand accurately, ensuring alignment between procurement strategies and organizational needs. The integration of advanced analytics not only enhances supplier performance but also fosters collaboration between buyers and suppliers. By sharing relevant data, organizations can work together to identify areas for improvement, leading to cost savings and increased customer satisfaction. As procurement evolves from a tactical function to a strategic partner within businesses, the ability to harness big data will be paramount in driving sustainable growth and competitive advantage

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Published

2023-12-25

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Section

Articles

How to Cite

1.
Bennett A. Procurement Analytics: Leveraging Big Data for Supplier Performance Evaluation and Cost Optimization. IJAIBDCMS [Internet]. 2023 Dec. 25 [cited 2025 Oct. 30];4(4):20-8. Available from: https://ijaibdcms.org/index.php/ijaibdcms/article/view/55