Presented by: Lakshmi Isukapally – Principal Architect,
American Express and Amol Salunkhe – Principal Engineer,
American Express
In today’s rapidly evolving data landscape, establishing a robust governance framework for data and AI is crucial. This session will constitute a vision for a comprehensive data and AI governance platform, detailing essential functionalities such as data lineage, policy enforcement, risk management, and compliance tracking. We will discuss key considerations for successful implementation, including stakeholder engagement, scalability, and integration with existing systems. Additionally, the session will highlight emerging trends in Generative AI that organizations should consider when designing their governance strategies.
Key Takeaways:
- What is data and AI governance and why is it needed?
- Essential functionalities of a data and AI governance platform
- Implementation Strategies: Strategies for effective implementation, federated vs centralized, focusing on scalability, integration, and stakeholder engagement
- Emerging GenAI Trends: current trends in generative AI to enhance governance frameworks
- Industry best practices