Trustworthy AI : De-risk business adoption of AI

Pamela Gupta
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Oct 21, 2025 • 37min

Business Impact of Weaponized AI Agents

I'm Pamela Gupta—2025 Joseph J. Wasserman Award Honoree, the highest honor in information security and risk governance. I'm globally ranked number three in Risk Management and number seven in Cybersecurity by Thinkers360.But here's what I'm most proud of: I help organizations turn AI from a risk into revenue. In my work across 120 countries and with Fortune 500 companies, I've operationalized AI governance frameworks that don't just check compliance boxes—they enable business teams to launch AI initiatives in 60 days instead of staying stuck for months.I created the AI TIPS framework—Trust, Integrity, Pillars, and Sustainability—four years before NIST published their AI Risk Management Framework. I've advised the U.S. Department of Defense on AI strategy. I've built AI Centers of Excellence for critical infrastructure companies. And I've designed governance systems on platforms like IBM watsonx that automate policy enforcement while enabling innovation at scale.My mission is simple: De-risk AI adoption so organizations can confidently embrace the most transformative technology of our generation. Because when AI governance is done right, it's not a barrier—it's an accelerator."Good [morning/afternoon] everyone. Today we're going to talk about one of the most significant AI security vulnerabilities discovered in 2024—and why it matters to every organization deploying AI agents.This is ForcedLeak. CVSS 9.4. Critical severity. It affected Salesforce Agentforce, a platform used by thousands of enterprise customers.This episode is for any and every organization to hear and act on as AI gets integrated into every product globally.Qs or Comments? Contact me at https://www.linkedin.com/in/buildingtrustedaiholistically/Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Sep 23, 2025 • 37min

Enterprise Agentic AI Governance & Security

“A lack of AI governance will be a showstopper for unlocking the value of agentic systems.” Join us for a session on Enterprise Agentic AI Governance & Security with Jim Reavis, CEO Cloud Security Alliance Cloud Security Alliance, Hosted by Pamela Gupta for a special Trustworthy AI Podcast to set the stage for upcoming Cybersecurity Awareness Month in October.#Agentic #AI Represents an advancement in autonomous systems, increasingly enabled by Large Language Models (LLMs) and generative AI. While agentic AI predates modern LLMs, their integration has "significantly expanded their scale, capabilities, and associated risks."We will discuss:Segment 1: The Why — Understanding the Urgency for AI Governance for Agentic AI.Segment 2: The How — Building AI-Native Assurance Pamela's AI TIPS framework for AI Governance and Cloud Security Alliance's AI Control management System.Conclusion: The Future — Governance, Innovation, and Collaboration for a safer future.Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Sep 1, 2025 • 44min

Operationalizing Responsible AI in Healthcare

Today in Trustworthy AI: De-risk adoption of AI I am honored to be speaking with a industry thought leader Nicoleta J. Economou-Zavlanos, PhD, is the Director of the Duke Health - AI Evaluation & Governance Program and the founding director of the Algorithm-Based Clinical Decision Support (ABCDS) Oversight initiative. She leads Duke Health’s efforts to drive the responsible integration of AI in healthcare by establishing robust evaluation frameworks and oversight practices. AI in healthcare can transform lives—or land organizations in lawsuits if governance isn’t built in from the start.That’s why I’m so excited to sit down with Dr. Nicoleta Economou of Duke Health. Together, we’ll discuss how her team is making Responsible AI real through:A living governance model (ABCDS Oversight)Multi-institutional collaboration (CHAI + TRAIN)Forward-looking alignment with policies and federal rulesIf you want to see how a health system is leading nationally in AI governance—and what lessons you can apply—this is a session you won’t want to miss.Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Jul 28, 2025 • 23min

Creating Safe Secure trustworthy AI Agents

Welcome to "Trustworthy AI:  De-risk business adoption of AI," hosted by Pamela Gupta.In this episode I speak with bestselling author Ken Huang on Creating Safe Secure trustworthy AI Agents: Vulnerability Management. Ken is the author of  Agentic AI: Theories and Practices by Ken Huang. The book delves into the rise and transformative impact of generative AI agents or Agentic AI across industries, offering a comprehensive exploration of their development. It presents case studies from banking, insurance, healthcare, and cybersecurity, showcasing how autonomous agents are automating tasks and driving innovationI am Pamela Gupta, an award winning AI Governance & Cybersecurity leader, also founder of Trusted AI a Trustworthy Ai Advisory firm.I host  these podcasts to bring guidance and strategies on identifying risks that can be addressed or mitigated by adopting a holistic risk based Trustworthy AI approach. Agentic AI refers to an advanced AI system that autonomously takes actions, adapts in real-time  & solves multi-step problems based on context and objectives. Agentic AI  is redefining work force requirements and reinventing how we do business. Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Jul 13, 2025 • 33min

Houston we have a problem

My "Houston we have a problem" Call to Action to De-Risk AI with appropriate Risk Management and Governance keynote. Recently I was awarded the JD Wasserman award, ISACA’s highest honor which puts me in the company of an elite group of leaders in the field of Risk, Governance and Cybersecurity. I was recognized for being a pioneer in the field of AI Governance, for publishing a AI Risk Management Framework on Trustworthy AI. We are living in an Algorithmically mediated world and unless we address the unique risks posed by AI we cannot achieve the immense value. I invite you to listen and comment on this piece - to the compelling value proposition of AI, including the fact some of us are alive through the COVID-19 pandemic, millions of dollars savings, creation of Billion dollar companies in areas not seen before - for it to be fair for all and achievable we need to address the unique risks AI brings that can hit below the belt from bias in hiring to IRS audits to Eligibility for life saving healthcare. I end with Houston we have a problem but also a Solution such as the framework I created six years ago for operationalizing AI Governance AI TIPS with 8 Pillars of Trustworthy AI: Safety-Security, Privacy, Transparency, Explainability, Audit, Regulations, Ethics and Accountability and also others such as NIST AI RMF and ISO 42001.Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Jun 13, 2025 • 16min

Leading with Integrity in AI: A Milestone Moment in My Journey for Trustworthy AI

How I went from Cybersecurity to Trustworthy AI in 2019What this honor means to me — and the call to action it represents for the AI communityby Pamela Gupta, 2025 Joseph J. Wasserman Award Honoree I'm excited to share a personal and professional milestone with you — I’ve been named the 2025 recipient of the Joseph J. Wasserman Award by the ISACA New York Metropolitan Chapter.This award is ISACA 's highest honor, recognizing lifetime achievement and contributions to governance, cybersecurity, risk, and digital trust. To be recognized in this way, especially among so many distinguished peers, is truly humbling — and deeply meaningful. I feel privileged to be joining the e𝐬𝐭𝐞𝐞𝐦𝐞𝐝 𝐟𝐫𝐚𝐭𝐞𝐫𝐧𝐢𝐭𝐲 of past Wasserman Award winners whose legacies continue to shape our field, including: Chris Dimitriadis – Champion of secure digital transformation and visionary leader in audit automation. Gene Spafford – Pioneer of digital forensics and cybersecurity education. Phil Venables – Google Cloud CISO driving unified security and risk strategy at scale. Medha Bhalodkar – Columbia University’s first CISO, trailblazer in enterprise cybersecurity programs. Brian Barnier – Architect of next-generation security frameworks. Theresa "Terry" Grafenstine – Advocate for women in tech and AI ethics leader. Marios Damianides, Peter D. Wild FCA, CAMS Audit, Emil D'Angelo, Steve Ross, Michael P. Cangemi, Alexander Abramov Jim Ambrosini. A huge thanks to Tim MortiCan Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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May 19, 2025 • 35min

AI Change Management

In today’s "Trustworthy AI: De-Risking AI Adoption" episode, Pamela Gupta, the host and Amii Barnard Bahn  explore a critical — yet often overlooked — factor for  successful AI adoption: change management. As organizations race to implement AI solutions, many stumble not because of the technology itself, but due to resistance from people, unclear roles, and a lack of readiness to shift the way work is done. Drawing insights from leading practices, we’ll discuss how building trust, creating shared understanding, and preparing your workforce can be the difference between AI hype and AI impact. Let’s talk about why change management isn’t just an add-on — it’s the engine that drives sustainable AI transformation .Amii Barnard Bahn is a contributor at Harvard Business Review. Amii has shaped company culture and strategy at global companies such as McKesson and Allianz in multiple roles (CAO, Chief Compliance Officer, and Chief Human Resources Officer). Her expertise reinforced a powerful truth: AI transformation is not just a technological journey — it’s a leadership challenge.To the executives listening — your role is pivotal. The success of AI in your organization hinges not just on tools and algorithms, but on your ability to communicate a vision, empower people, and sustain trust through change. Change management isn’t a soft skill — it’s a strategic capability. And now more than ever, it’s your competitive edge. If you found today’s episode valuable, share it with your leadership team. And don’t forget to subscribe for more conversations with the experts shaping responsible and resilient AI futures. Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Apr 10, 2025 • 30min

Trustworthy AI: De-Risk 3rd Party AI Risks

Global AI Governance and Risk Strategist Pamela Gupta speaks with Prove AI's CTO Greg Whalen. This podcast is fireside chat format and we discuss our common objectives of focusing on outcomes but with different perspectives:Greg speaks from a product and platform perspective and Pamela from a process and a Center of Excellence perspective.We discuss the business approach to De-Risk GenAI and traditional AI, Agentic AI.This is a not to be missed conversation that covers critical and high impact AI Risk mitigation and value creation.Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Feb 16, 2025 • 34min

Safe Secure Trusted AI Agents - Building and Deploying

Rise of AI agents represents an unprecedented opportunity to redefine productivity, creativity, and the very nature of collaboration. However, their successful integration into the workplace demands more than technical prowess; it requires a commitment to ethical practices, transparency, and human-centric design. By championing these principles, businesses can unlock the transformative power of AI agents while fostering trust and sustainability in their operations.Join me, Pamela Gupta, Trustworthy AI Leader in this episode of AI Governance and Risk overview of Agentic AI.Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.
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Jan 28, 2025 • 24min

Deepseek - Innovation and why that matters

In this episode of Trustworthy AI: De-Risk Adoption of AI, I hve taken the liberty of generating a analysis of the Deepseek V3 model that set the precedent for the newly released Deepseek-R1 model.There are a lot of innovative points that are groundbreaking and important to understand such as Mixture of Experts (MOE), FP8, Expert Specialization and many more techniques that are genius.Can Trustworthy AI help De-Risk adoption of AI? ‘Can Trustworthy AI can be instrumental in helping organizations gain a competitive edge and promote better business outcomes, including accelerated innovation with AI’.?With extensive experience in global industry leadership in areas of Business Strategy, Technology, and Cybersecurity, Pamela helps clients in creating a strategic approach to achieving business value with AI by adopting a holistic risk based approach to AI Trust. She defined 8 essential pillars of trustworthy AI. Read more details at Trustedai.ai website. Her insights have shaped the way we look at the impact of Cyberwarfare on Business, strategies for efficient digital transformation, and governance views on Algorithmic failures. Join Pamela as she delves into her signature framework, AI TIPS, standing for Artificial Intelligence Trust, Integrity, Pillars and Sustainability. This podcast is all about operationalizing governance and building Trustworthy AI systems from the ground up. For questions or comments on this podcast reach out to me.

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