The Importance of Data Sovereignty in AI Workflows with Giorgio Natili
OPEN Tech Talks: AI worth Talking| Artificial Intelligence |Tools & Tips
Release Date: 08/16/2025
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info_outlineIn this conversation, Giorgio Natili discusses the significance of confidential computing in the realm of AI workflows, emphasizing its role in ensuring data sovereignty and security. He explains how confidential computing can reshape AI usage, particularly in sensitive industries like finance and healthcare. The discussion also touches on the challenges organizations face regarding data privacy and the ethical implications of AI. Natili advocates for a balanced approach where AI complements human expertise rather than replacing it, and he highlights the importance of building secure and compliant AI systems.
Sound Bites
"Data sovereignty is crucial in AI workflows."
"AI cannot replace human beings."
"The expert in the room is the human being."
Episode # 162
Today’s Guest:
Giorgio Natili, Vice President and Head of Engineering at Opaque Systems
Giorgio Natili is a tech leader, author, and advocate for fearless leadership. With over 20 years of experience, he has led teams at companies such as Amazon, Mozilla, and Capital One.
- LinkedIn: Giorgio Natili
What Listeners Will Learn:
- Confidential computing enhances the security posture of systems.
- Data sovereignty is a critical concern for organizations using AI.
- Confidential computing allows for secure AI workflows without data leakage.
- The role of trusted execution environments is vital in protecting sensitive data.
- Organizations often face challenges with compliance and data privacy regulations.
- AI should complement human expertise, not replace it.
- Confidential computing can help organizations navigate complex regulatory landscapes.
- The importance of attestation in ensuring secure AI workflows.
- AI can be powerful when used ethically and responsibly.
- Industry applications for confidential computing include finance, healthcare, and legal sectors.