Leticia Naqvi
People Analytics Research Manager, Apple
AI Starts with Data: Why Governance, Quality, and Standards Still Decide Outcomes
Leticia Naqvi is a People Analytics Research Manager at Apple and Doctor of Business Administration candidate at City University of Seattle. Her research explores organizational readiness for AI-driven decision support and data-driven transformation. She focuses on bridging strategy, analytics, and governance to help enterprises operationalize responsible AI adoption.
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