In Episode 267 of The Data Diva Talks Privacy Podcast, Debbie Reynolds, The Data Diva, talks with Federico Marengo, Associate Partner at White Label Consultancy in Italy. They explore the accelerating intersection of privacy, artificial intelligence, and governance, and discuss how organizations can build practical, responsible AI programs that align with existing privacy and security frameworks. Federico explains why AI governance cannot exist in a vacuum and must be integrated with the policies, controls, and operational practices companies already use.
The conversation delves into the challenges organizations face in adopting AI responsibly, including understanding the requirements of the EU AI Act, right-sizing compliance expectations for organizations of different scales, and developing programs that allow innovation while managing risk. Federico highlights the importance of educating leadership about where AI regulations actually apply, since many businesses overestimate their obligations, and he explains why clarity around high-risk systems is essential for reducing unnecessary fear and confusion.
Debbie and Federico also discuss future trends for global AI and privacy governance, including whether companies will eventually adopt unified enterprise frameworks rather than fragmented jurisdiction-specific practices. They explore how organizations can upskill their teams, embed governance into product development, and normalize AI as part of standard technology operations. Federico shares his vision for a world where professionals collaborate to advance best practices and help organizations embrace AI with confidence rather than hesitation.
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Debbie Reynolds Consulting, LLC
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