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Quantifying Supplier Maturity: A Multi-Criteria Scorecard for Biologics and Small-Molecule Vendors

Author(s) Pawankumar Suresh
Country India
Abstract The increasing complexity of pharmaceutical supply chains, especially in biologics and small-molecule manufacturing, demands strong frameworks for gauging supplier maturity. In this study, a validated, weighted multi-criteria scorecard is developed aimed at quantifying vendor maturity and its relationship with operational performance. The scorecard includes items such as quality management systems, process strength, regulatory compliance, infusion of technology, and collaborative capability. Each of the criteria is weighted based on industry best practices, expert judgment, and literature evidence to ensure their applicability to both global and regional supply environments. Data from vendor performance assessments also were reviewed to determine correlation between maturity levels, batch release reliability, and right-first-time (RFT) rates. Results indicate that it has been highly correlated with improved RFT performance, lower deviations, and faster batch release times with high supplier maturity scores. The scorecard not only provides a diagnostic tool for benchmarking suppliers but also gives a strategic framework for continuous improvement and supplier development programs. In the end, this study will improve patient safety and market competitiveness by strengthening supply chain resilience, regulatory readiness, and product quality consistency.
Keywords Regulatory compliance, quality control, batch release reliability, supplier development, pharmaceutical supply chain, biologics manufacturing, small-molecule suppliers, supplier maturity, multi-criteria scorecard, and right-first-time (RFT).
Field Medical / Pharmacy
Published In Volume 3, Issue 4, April 2022
Published On 2022-04-05
DOI https://doi.org/10.5281/zenodo.17205165
Short DOI https://doi.org/g943mz
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