John Roberts

Former Chief Data and Privacy Officer, Ministry of Public and Business Service Delivery and Procurement


All Sessions by John Roberts

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Day 1: Oct 14, 2025

Day 2: Oct 22, 2025

11:30 am

PANEL: DATA CULTURES

Designing Teams for Ethical AI — Structure, Skills, and Culture

As AI continues to evolve, so must the teams responsible for building and governing it. Delivering ethical AI at scale requires more than just technical expertise, it demands diverse perspectives, clear accountability, and a culture of continuous reflection. Master the success factors to:

  • Assemble cross-functional teams that combine data science, ethics, policy, and subject matter expertise.
  • Develop clear systems for enabling
  • Define roles and responsibilities to ensure transparency, fairness, and effective governance across AI initiatives.
  • Embed ethical considerations into daily decisions through targeted training, thoughtful incentives, and leadership alignment.

Transform your team’s structure to meet growing expectations for responsible AI — and ensure your technology works for people, not just performance