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Nivedha Sampath optimizes pharmaceutical cloud infrastructure, cutting costs by 40% and ensuring multi-regional compliance through innovative platform engineering and automation.

Authentication Failures (A07) show the largest gap in the dataset: a 48-percentage-point difference between leaders and the field. Leaders fix at nearly 60%, while the field sits at roughly 12%.