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In this episode of The Data Diva Talks Privacy, Debbie Reynolds, the Data Diva speaks with Rupal Dadu Patel, Director of Enterprise Data and Analytics, about why strong data foundations remain essential as organizations race to adopt AI. Drawing on more than 20 years of experience in data management, Rupal explains why technology cannot compensate for poor data quality, unclear business context, weak governance, or a lack of understanding about how information should be used.

Debbie and Rupal explore “data rot,” data lifecycle management, knowledge management, data products, privacy by design, and why organizations need to understand what data they have, where it came from, who should have access to it, and what purposes it can support. They also discuss AI readiness and the importance of building privacy and data ethics into the foundation of an organization rather than treating them solely as regulatory requirements.

The conversation takes a deeper look at AI agents and agentic workflows, including an emerging access-management challenge: AI systems may inherit privileges from the humans who create or operate them. Debbie and Rupal discuss why organizations need new ways to govern AI access, assess AI use cases and data inputs, continuously educate employees, and establish the organizational foundations necessary to use AI responsibly.

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E310 – Shubh Sinha, CEO, Integral

In this episode of The Data Diva Talks Privacy, Debbie Reynolds, the Data Diva speaks with Shubh Sinha, CEO of Integral, about the growing importance of private and proprietary data in AI, de-identification, data quality, and why privacy should be built into data use from the beginning rather than addressed at the end.

Drawing on his experience building analytics environments with highly sensitive, regulated data, Shubh explains how Integral evolved from healthcare de-identification into what the company describes as an independent privacy layer for AI. Debbie and Shubh discuss the challenge of preserving valuable signals in data while meeting regulatory and contractual obligations, the increasing risks of combining data sets, and why data lineage becomes more complicated as data moves between organizations and systems.

The conversation also explores how the AI era is changing the value of enterprise data. As AI models become more capable, organizations increasingly want to use proprietary information to generate better insights and business outcomes. Debbie and Shubh discuss why data quality, purpose, privacy, and governance become even more important in that environment and why proactive privacy can help organizations innovate more effectively.

By popular demand, Debbie Reynolds Consulting is now offering executive briefings on emerging data privacy risks and how companies can avoid them. To learn more, visit the Executive briefings page on my website.

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E309 – Julian Gage, Founder, Engage Compliance

In this episode of The Data Diva Talks Privacy, Debbie Reynolds, the Data Diva speaks with Julian Gage, Founder of Engage Compliance, about the EU AI Act, evolving privacy requirements, DPO services, audits and assessments, and the expanding role of privacy professionals in AI governance.

Based in Amsterdam and working with organizations across Europe and the United States, Julian brings a background in cybersecurity, auditing, privacy, and data protection to the conversation. He and Debbie discuss how organizations can approach compliance more practically by understanding their actual operations, identifying risk, building trust with stakeholders, and treating audits and assessments as tools for improvement rather than exercises in fear.

The conversation takes a deeper look at the EU AI Act, which Julian identifies as the leading concern he is hearing from clients. Debbie and Julian discuss how organizations can determine which requirements actually apply to their AI use, how existing GDPR and privacy practices can provide a foundation for AI compliance, the importance of AI literacy, and why customer expectations may push companies toward compliance even before regulatory deadlines require it. They also explore why privacy professionals are increasingly being asked to help organizations navigate AI regulation and the opportunities this creates for the future of the profession.

By popular demand, Debbie Reynolds Consulting is now offering executive briefings on emerging data privacy risks and how companies can avoid them. To learn more, visit the Executive briefings page on my website.

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Join Data Diva Confidential for exclusive email content featuring practical guidance, expert analysis, and strategic insights on data privacy, AI governance, cybersecurity, and emerging technology, delivered directly to your inbox. Subscribe at https://www.debbiereynoldsadvisory.com/datadivaconfidential

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Monique Priestley, Vermont State Representative

In this episode of “The Data Diva” Talks Privacy, Debbie Reynolds, “The Data Diva” speaks with Monique Priestley, Vermont State Representative, in a return appearance about what happens behind the scenes when lawmakers work to strengthen privacy and consumer protection. Building on their earlier discussion of Vermont H.121, Monique explains how the state’s privacy efforts evolved into separate initiatives involving children’s protections, data brokers, and comprehensive consumer privacy legislation.

The conversation offers a candid look at legislative negotiations, industry lobbying, expert testimony, political pressure, and the compromises that can shape the final language of privacy legislation. Debbie and Monique also discuss the importance of independent expertise, public education, and understanding the substance of a bill, including its definitions, exemptions, enforcement provisions, and consumer protections, rather than relying only on whether it passed or failed.

By popular demand, Debbie Reynolds Consulting is now offering executive briefings on emerging data privacy risks and how companies can avoid them. To learn more, visit the Executive briefings page on my website.

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Join Data Diva Confidential for exclusive email content featuring practical guidance, expert analysis, and strategic insights on data privacy, AI governance, cybersecurity, and emerging technology, delivered directly to your inbox. Subscribe at https://www.debbiereynoldsadvisory.com/datadivaconfidential

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Dr. Moya Hill, CEO and Founder, Dr. Moya Hill Solutions

In this episode of “The Data Diva” Talks Privacy, Debbie Reynolds, “The Data Diva” speaks with Dr. Moya Hill, CEO and Founder, Dr. Moya Hill Solutions, about information governance as a foundation for privacy, records management, cybersecurity, risk, transparency, and AI. Drawing on her federal government experience across FOIA, records, and privacy, Dr. Hill explains why functions that are often managed separately are ultimately working with the same organizational information and benefit from a more coordinated approach.
Debbie and Dr. Hill discuss the cost of organizational silos, the risks of introducing AI into environments where information is poorly structured or secured, and why governance requires more than policies. The episode explores how retention, access, risk, transparency, and other information-governance principles can help organizations better understand their information and strengthen their readiness for AI.

By popular demand, Debbie Reynolds Consulting is now offering executive briefings on emerging data privacy risks and how companies can avoid them. To learn more, visit the Executive briefings page on my website.

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Join Data Diva Confidential for exclusive email content featuring practical guidance, expert analysis, and strategic insights on data privacy, AI governance, cybersecurity, and emerging technology, delivered directly to your inbox. Subscribe at https://www.debbiereynoldsadvisory.com/datadivaconfidential

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Jamal Ahmed, CEO of Kazient Privacy and AI Experts, and Privacy Pros Academy

In this episode of “The Data Diva” Talks Privacy, Debbie Reynolds, “The Data Diva” speaks with Jamal Ahmed, CEO of Kazient Privacy and AI Experts, and Privacy Pros Academy, about the expanding opportunities for privacy professionals in AI governance. A returning guest, Jamal explains why many skills privacy professionals already use, including data mapping, assessments, regulatory interpretation, governance, risk management, and training, translate naturally into AI governance work.

The conversation also explores AI literacy, the EU AI Act, and Jamal’s book The Easy Peasy Guide to the EU AI Act, for which Debbie wrote the foreword. Debbie and Jamal discuss why organizations increasingly need professionals who can understand AI, translate regulation into practical business processes, and help companies build trust and demonstrate responsible governance as AI adoption accelerates.

By popular demand, Debbie Reynolds Consulting is now offering executive briefings on emerging data privacy risks and how companies can avoid them. To learn more, visit the Executive briefings page on my website.

Support the show

Join Data Diva Confidential for exclusive email content featuring practical guidance, expert analysis, and strategic insights on data privacy, AI governance, cybersecurity, and emerging technology, delivered directly to your inbox. Subscribe at https://www.debbiereynoldsadvisory.com/datadivaconfidential

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Emma Day, Co-CEO, Tech Legality | Human Rights & AI Governance Lawyer

In this episode of “The Data Diva” Talks Privacy, Debbie Reynolds, “The Data Diva” speaks with Emma Day, Co-CEO of Tech Legality and Human Rights & AI Governance Lawyer, about privacy as a fundamental human-rights issue and the growing risks surrounding children’s data. Emma shares how her experience teaching in Rwanda shaped her understanding of the profound consequences personal information can have for safety, equality, opportunity, and justice.

The conversation explores children’s privacy, EdTech, neurotechnology, AI companions, and the uneven protections children experience around the world. Debbie and Emma also discuss the responsibilities of regulators and technology companies, the importance of human-rights and data-protection impact assessments, and why organizations should consider the human consequences of technology alongside innovation and business objectives.

By popular demand, Debbie Reynolds Consulting is now offering executive briefings on emerging data privacy risks and how companies can avoid them. To learn more, visit the Executive briefings page on my website.

Support the show

Join Data Diva Confidential for exclusive email content featuring practical guidance, expert analysis, and strategic insights on data privacy, AI governance, cybersecurity, and emerging technology, delivered directly to your inbox. Subscribe at https://www.debbiereynoldsadvisory.com/datadivaconfidential

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Damnjan Jovanovic, Tech Educator, Explaining Privacy Tech to Lawyers and DPOs

In this episode of “The Data Diva” Talks Privacy, Debbie Reynolds, “The Data Diva” speaks with Damnjan Jovanovic, Tech Educator, Explaining Privacy Tech to Lawyers and DPOs, about why privacy professionals benefit from understanding the technology behind the terminology. Drawing on more than 20 years as a developer and his experience as an educator, Damnjan explains how he helps lawyers, DPOs, and other nontechnical professionals connect familiar privacy concepts with what is actually happening inside browsers, applications, and digital systems.

The conversation explores cookies, browser fingerprinting, AI, wearable cameras and smart glasses, and the importance of understanding both how technologies work and how they are used. Debbie and Damnjan also discuss the limits of notices and cookie banners, the privacy implications of information shared with AI systems, and why stronger technology literacy can help professionals and the public make more informed decisions in an increasingly complex digital environment.

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Join Data Diva Confidential for exclusive email content featuring practical guidance, expert analysis, and strategic insights on data privacy, AI governance, cybersecurity, and emerging technology, delivered directly to your inbox. Subscribe at https://www.debbiereynoldsadvisory.com/datadivaconfidential

Debbie Reynolds Consulting, LLC