Start with a small set of supplier KPIs that are operationally meaningful, consistently definable, and traceable to source data. In most regulated manufacturing environments, that means standardizing delivery, quality, and responsiveness first, not building a large scorecard. The limiting factor is usually data definitions, event timing, and system integration quality across ERP, QMS, MES, and supplier portals.