Miriam Fernández

Miriam Fernández

Director, AI Research & Adoption Lead, Analytical Innovation S&P Global Ratings
Miriam Fernández

Miriam Fernández is a Director in the Analytical Innovation team at S&P Global Ratings, based in Madrid. She co-leads the cross-divisional Artificial Intelligence insights laboratory (http://www.spglobal.ai), where she has authored multiple published articles and co-hosts the Lab's podcast. She leads the AI adoption roadmap for the Research & Development teams, supporting ca. 200 professionals across multiple asset classes including sustainable finance, private markets, national scale ratings and credit market research. Her work focuses on translating advanced AI capabilities into effective, safe and scalable applications. She is part of AI Governance Committee and the cross-functional AI network. Miriam's professional background is in the financial services sector. Prior to her current role, she was a rating analyst covering European banks, where she also published research on future-of-banking themes. Before joining S&P Global, she worked as credit risk analyst at Bank of America Merrill Lynch. She holds a Master's degree in Finance from CUNEF (Madrid) and executive education certifications in artificial intelligence from the University of Oxford and MIT. She is also a NIST certified AI Risk Management Framework (AI RMF 1.0) architect.

AI Adoption and Literacy Focus Day

9:30 AM Opening Panel Discussion – Proving AI Value: Measuring Real Business Impact Beyond Metrics

AI success is often reduced to performance benchmarks and technical metrics, but the real impact of AI goes far beyond accuracy scores. This opening panel explores how organizations can evaluate AI through a broader lens, including business value, human outcomes, trust, governance, and long-term societal impact. Panellists will share perspectives on what meaningful measurement looks like in practice and how responsible AI adoption requires new ways of defining success.

• Moving beyond accuracy to measure real-world AI outcomes.
• Aligning AI impact with business, ethics, and trust.
• Building practical frameworks for responsible AI measurement.

Check out the incredible speaker line-up to see who will be joining Miriam.

Download The Latest Agenda