"The Data Diva" Talks Privacy Podcast"

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In this episode of "The Data Diva" Talks Privacy Podcast, Debbie Reynolds, the Data Diva, welcomes back Jeff Jockisch, Partner at ObscureIQ, data broker expert, and specialist in privacy recovery for VIPs. Returning to the podcast after several years, Jeff shares how his work has evolved from researching the extensive data broker ecosystem to helping protect individuals from real-world threats arising from the exposure of their personal data. Debbie and Jeff discuss why privacy is no longer simply about reducing unwanted advertising, but increasingly about protecting personal safety, preventing exploitation, and understanding how seemingly disconnected data points can expose individuals to serious harm.

Debbie and Jeff explore the dangers of inaccurate identity matching, automated decision-making, and the growing use of AI to combine data from multiple sources. They discuss how probabilistic judgments can become incorrectly treated as established facts, potentially affecting law enforcement encounters, employment opportunities, housing, and other consequential decisions. The conversation also examines the challenges of correcting inaccurate data once it spreads across interconnected systems, the limitations of existing consumer protections, and Jeff's work developing a breach risk index to better understand the lasting consequences of exposed personal information.

The discussion also addresses sophisticated social engineering, the privacy implications of online age verification, and the challenges of reducing personal exposure in an environment where data is constantly collected, shared, and repurposed. Jeff explains why traditional data removal services may not provide sufficient protection for individuals facing elevated personal risks and how digital identifiers, public records, and even seemingly harmless online activities can contribute to detailed personal profiles. Throughout the conversation, Debbie and Jeff emphasize the importance of looking beyond individual data points to understand how their aggregation, interpretation, and misuse can affect people's privacy, safety, and lives.

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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"The Data Diva" Talks Privacy Podcast - Season 7 Premiere | November 3, 2026

In this episode of "The Data Diva" Talks Privacy Podcast, Debbie Reynolds, the Data Diva, speaks with Sausan Yazji, Principal at AWS, about data privacy, generative AI, data governance, cloud transformation, and the growing challenges organizations face as advanced technologies become more accessible. Drawing on her extensive experience in enterprise technology, architecture, cloud computing, and academia, Sausan shares her perspective on the importance of understanding how data is accessed, protected, and used in an increasingly AI-driven world.

Debbie and Sausan discuss the tension between data democratization and data governance, the risks of making powerful AI tools available without sufficient education about privacy and responsible data use, and why organizations must establish clear boundaries around sensitive information. They explore data classification, masking, access controls, data lineage, responsible AI, and the importance of understanding where information originates and how it can be used. Sausan also explains why organizations seeking the benefits of AI must rethink existing business processes rather than simply automate outdated workflows.

The conversation also examines data quality, retention, and the difficult decisions organizations face when determining how much historical information remains valuable. Debbie and Sausan explore the relationship between data relevance, storage costs, business value, and the risks of retaining information that no longer serves a legitimate purpose. Throughout the discussion, they emphasize the importance of education, responsible innovation, and helping individuals and organizations understand both the opportunities and potential harms associated with data and AI.

This episode is sponsored by JetStream Security. If you govern privacy or legal risk, you know the hardest AI question is who did what, with whose data, and on what authority. JetStream answers it. Every AI action, attributable to an identity. Every output, traceable to a purpose. See how at jetstream.security. 

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In this episode of The Data Diva Talks Privacy, Debbie Reynolds, the Data Diva speaks with Ana Toskic, Executive Director of Partners Serbia, about privacy as a fundamental human right, the relationship between privacy and human dignity, and what happens when strong laws exist without equally strong institutions and enforcement.

Drawing on her background in international and human rights law, Ana offers a perspective from Serbia, a European country outside the European Union that has aligned significant parts of its data protection framework with European standards. Debbie and Ana discuss the gap that can develop between laws on paper and protections in practice, the misuse of personal information, surveillance, the impact on marginalized communities, and why effective enforcement matters alongside regulation.

The conversation also examines AI and Ana’s concern that society has entered a new kind of social contract involving personal data without individuals ever meaningfully agreeing to it. Debbie and Ana discuss prevention, education, AI regulation, and why privacy must remain connected to liberty, dignity, and human rights as technology advances. Ana also shares why privacy education must reach people across generations and communities and why individuals need a meaningful voice in shaping the technological future.

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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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.

This episode is sponsored by JetStream Security. If you govern privacy or legal risk, you know the hardest AI question is who did what, with whose data, and on what authority. JetStream answers it. Every AI action, attributable to an identity. Every output, traceable to a purpose. See how at jetstream.security. 

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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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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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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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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.

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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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.

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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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.

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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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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