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Andi
McAleer
Head of Data & AI Governance
Financial Times
Andi is an experienced data leader with a strong track record in data governance, regulatory compliance, and business transformation. With expertise in GDPR, DPA 2018, and BCBS 239, Andi has led major initiatives across financial services, driving high standards in data quality, privacy, and risk. Skilled in SAS, SQL, and cross-functional team leadership, Andi now heads Data and AI Governance at the Financial Times, shaping responsible AI use and enterprise-wide data strategy.
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02 December 2025 11:00 - 11:30
Making genAI work: Policy, trust, and real world governance
Building with GenAI at scale requires more than powerful models it demands robust systems for policy enforcement, risk management, and governance. In this session, Andi shares a technical perspective on operationalizing trust in GenAI systems, from aligning model behavior with internal policy to implementing guardrails that meet regulatory and enterprise standards. Learn how to strike the balance between innovation and control in real-world deployments. Key takeaways: → How to design policy enforcement layers that work across LLM-based systems → Practical governance strategies for managing compliance, safety, and model behavior at scale