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  • #320 The Next Industrial Revolution is Industrial AI | Barbara Humpton, CEO at Siemens USA and Olympia Brikis, Director of Industrial AI at Siemens USA
    The manufacturing floor is undergoing a technological revolution with industrial AI at its center. From predictive maintenance to quality control, AI is transforming how products are designed, produced, and maintained. But implementing these technologies isn't just about installing sensors and software—it's about empowering your workforce to embrace new tools and processes. How do you overcome AI hesitancy among experienced workers? What skills should your team develop to make the most of these new capabilities? And with limited resources, how do you prioritize which AI applications will deliver the greatest impact for your specific manufacturing challenges? The answers might be simpler than you think.Barbara Humpton is President and CEO of Siemens Corporation, responsible for strategy and engagement in Siemens’ largest market. Under her leadership, Siemens USA operates across all 50 states and Puerto Rico with 45,000 employees and generated $21.1 billion in revenue in fiscal year 2024. She champions the role of technology in expanding what’s humanly possible and is a strong advocate for workforce development, mentorship, and building sustainable work-life integration. Previously, she was President and CEO of Siemens Government Technologies, leading delivery of Siemens’ products and services to U.S. federal agencies. Before joining Siemens in 2011, she held senior roles at Booz Allen Hamilton and Lockheed Martin, where she oversaw programs in national security, biometrics, border protection, and critical infrastructure, including the FBI’s Next Generation Identification and TSA’s Transportation Workers’ Identification Credential.Olympia Brikis is a seasoned technology and business leader with over a decade of experience in AI research. As the Technology and Engineering Director for Siemens' Industrial AI Research in the U.S., she leads AI strategy, technology roadmapping, and R&D for next-gen AI products. Olympia has a strong track record in developing Generative AI products that integrate industrial and digital ecosystems, driving real-world business impact. She is a recognized thought leader with numerous patents and peer-reviewed publications in AI for manufacturing, predictive analytics, and digital twins. Olympia actively engages with executives, policymakers, and AI practitioners on AI's role in enterprise strategy and workforce transformation. With a background in Computer Science from LMU Munich and an MBA from Wharton, she bridges AI research, product strategy, and enterprise adoption, mentoring the next generation of AI leaders.In the episode, Richie, Barbara, and Olympia explore the transformative power of AI in manufacturing, from predictive maintenance to digital twins, the role of industrial AI in enhancing productivity, the importance of empowering workers with new technology, real-world applications, overcoming AI hesitancy, and much more.Links Mentioned in the Show:Siemens Industrial AI SuiteConnect with Barbara and OlympiaCourse: Implementing AI Solutions in BusinessRelated Episode: Master Your Inner Game to Avoid Burnout with Klaus Kleinfeld, Former CEO at Alcoa and SiemensRewatch RADAR AI where...
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  • #319 Building & Managing Human+Agent Hybrid Teams with Karen Ng, Head of Product at HubSpot
    The line between human work and AI capabilities is blurring in today's business environment. AI agents are now handling autonomous tasks across customer support, data management, and sales prospecting with increasing sophistication. But how do you effectively integrate these agents into your existing workflows? What's the right approach to training and evaluating AI team members? With data quality being the foundation of successful AI implementation, how can you ensure your systems have the unified context they need while maintaining proper governance and privacy controls?Karen Ng is the Head of Product at HubSpot, where she leads product strategy, design, and partnerships with the mission of helping millions of organizations grow better. Since joining in 2022, she has driven innovation across Smart CRM, Operations Hub, Breeze Intelligence, and the developer ecosystem, with a focus on unifying structured and unstructured data to make AI truly useful for businesses. Known for leading with clarity and “AI speed,” she pushes HubSpot to stay ahead of disruption and empower customers to thrive.Previously, Karen held senior product leadership roles at Common Room, Google, and Microsoft. At Common Room, she built the product and data science teams from the ground up, while at Google she directed Android’s product frameworks like Jetpack and Jetpack Compose. During more than a decade at Microsoft, she helped shape the company’s .NET strategy and launched the Roslyn compiler platform. Recognized as a Product 50 Winner and recipient of the PM Award for Technical Strategist, she also advises and invests in high-growth technology companies.In the episode, Richie and Karen explore the evolving role of AI agents in sales, marketing, and support, the distinction between chatbots, co-pilots, and autonomous agents, the importance of data quality and context, the concept of hybrid teams, the future of AI-driven business processes, and much more.Links Mentioned in the Show:Hubspot Breeze AgentsConnect with KarenWebinar: Pricing & Monetizing Your AI Products with Sam Lee, VP of Pricing Strategy & Product Operations at HubSpotRelated Episode: Enterprise AI Agents with Jun Qian, VP of Generative AI Services at OracleRewatch RADAR AI New to DataCamp?Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business
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  • #318 Master Your Inner Game to Avoid Burnout with Klaus Kleinfeld, Former CEO at Alcoa and Siemens
    The modern workplace often glorifies constant productivity and hustle culture, but at what cost? More professionals are burning out earlier in their careers, while elite athletes are extending their peak performance years. What can business leaders learn from high-performance sports about energy management and sustainable success? How do you distinguish between your 'inner game'—managing your energy and purpose—and your 'outer game' of business skills and execution? Could simple techniques like compartmentalization, breathing exercises, and finding deeper purpose transform your professional effectiveness? What if the key to avoiding burnout isn't working less, but working differently?Dr. Klaus Kleinfeld is an international executive, investor, and entrepreneur. He is the Founder and CEO of K2Elevation, which develops and invests in technology and biotech ventures across Germany, Austria, and the U.S. He serves as Chairman of KONUX and FERNRIDE, sits on the supervisory boards of GreyOrange, Fero Labs, and NEOM, and is an Advisory Partner at EMH Partners. Previously, he was the first CEO of NEOM, where he remains on the board and advises the Kingdom of Saudi Arabia on economic development. Earlier in his career, Dr. Kleinfeld was Chairman and CEO of Alcoa/Arconic, leading the company through a major transformation and successful split, and spent two decades at Siemens, ultimately becoming CEO of Siemens AG. He has also served on numerous global boards and advisory councils, including the Brookings Institution, Council on Foreign Relations, and World Economic Forum, and advised U.S. Presidents and international leaders. Born in Bremen, Germany, he holds an MBA from the University of Göttingen, a PhD from the University of Würzburg, and dual U.S.-German citizenship.In the episode, Richie and Klaus explore the causes of workplace burnout, the parallels between high-performing workers and athletes, the importance of managing energy and purpose, practical techniques for emotional and mental control, the role of downtime in productivity, and strategies for creating a supportive work culture, and much more.Links Mentioned in the Show:Klaus’ Book - Leading to ThriveConnect with KlausCourse: Understanding Prompt EngineeringRelated Episode: Becoming Remarkable with Guy Kawasaki, Author and Chief Evangelist at CanvaRewatch RADAR AI New to DataCamp?Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business
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  • Industry Roundup #6: GPT-5 Launch & Scaling Limits, Meta’s Chatbot Guidelines Leak, and AI Safety Concerns
    Welcome to DataFramed Industry Roundups! In this series of episodes, we sit down to discuss the latest and greatest in data & AI. In this episode, with special guest, DataCamp Editor Alex, we touch upon the launch of GPT-5, scaling limits in AI, Meta’s leaked chatbot guidelines, trust in AI tools from the Stack Overflow survey, why OpenAI and Anthropic are giving models away to the US government, AI safety concerns around reasoning, and much more.Links Mentioned in the Show:GPT-5 Is an Evolution, Not a RevolutionMeta’s AI rules have let bots hold ‘sensual’ chats with kids, offer false medical infoAI | 2025 Stack Overflow Developer SurveyOpenAI, Anthropic, both giving AI to federal workers for $1/agencyNew to DataCamp?Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business
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  • #317 How to Reengineer Your Business Processes with Nelson Repenning, Distinguished Professor at MIT Sloan & Don Kieffer, Senior Lecturer in Operations Management at MIT Sloan
    Every day, knowledge workers face the challenge of managing competing priorities and constant interruptions. When systems are managing us rather than us managing them, productivity suffers and morale plummets. But what if the key to improvement isn't complex reorganization but rather understanding how work actually flows through your team or organization? How can visualizing your workflow and regulating for flow transform productivity? What small, incremental changes might lead to dramatic improvements in both output and job satisfaction?Nelson P. Repenning is the Faculty Director of the MIT Leadership Center and the School of Management Distinguished Professor of System Dynamics and Organization Studies at the MIT Sloan School of Management. His early work focused on understanding the inability of organizations to leverage well-established tools and practices. He has worked extensively with organizations trying to develop new capabilities in both manufacturing and new product development. Nelson has also studied the failure to use the safety practices that often lead to industrial accidents and has helped investigate several major incidents. This line of research has been recognized with several awards, including best paper recognition from both the California Management Review and the Journal of Product Innovation Management. Building on his earlier work, Nelson now focuses on developing the theory and practice of Dynamic Work Design—a new approach to designing work that is both effective and engaging—and Dynamic Management Systems, a method for ensuring that day-to-day work is tightly linked to the strategic objectives of the firm. His book (co-authored with Don Kieffer) There Has Got to Be a Better Way describing Dynamic Work Design will be published by Public Affairs in 2025. He is also a partner at ShiftGear Work Design and serves as its chief social scientist. In 2003, Nelson received the International System Dynamics Society’s Jay Wright Forrester Award, which recognizes the best work in the field in the previous five years. In 2011 he received the Jamieson Prize for Excellence in Teaching. He was recently recognized by Poets and Quants as one of the country's top instructors in executive education.Donald Kieffer is a Senior Lecturer in Operations Management at MIT Sloan.He is a career operations executive and co-creator of Dynamic Work Design. Kieffer started working running equipment in factories at age 17. He was VP of operational excellence at Harley-Davidson where he worked for 15 years. Since 2007, he has been advising executive teams around the globe in a range of areas including strategy deployment, product development, and operational improvement. Don has worked with industries as diverse as oil/gas, medical, biomedical, and banking. His guidance was instrumental in transforming both the production and technical development areas of a Cambridge-based genomic sequencing organization, now an industry leader, using the techniques of Dynamic Work Design. He is founder of ShiftGear Work Design, LLC and also teaches Operations Management at AVT in Copenhagen.In the episode, Richie, Nelson and Don explore the challenges of daily firefighting at work, the principles of dynamic work design, how to improve productivity by addressing real problems, the role of AI in business, the importance of setting clear priorities, and much more.Links Mentioned in the Show:Nelson & Don’s Book - There's Got to Be a Better Way: How to Deliver Results and Get Rid of the Stuff That Gets in the Way of Real WorkConnect with Nelson & Don
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About DataFramed

Welcome to DataFramed, a weekly podcast exploring how artificial intelligence and data are changing the world around us. On this show, we invite data & AI leaders at the forefront of the data revolution to share their insights and experiences into how they lead the charge in this era of AI. Whether you're a beginner looking to gain insights into a career in data & AI, a practitioner needing to stay up-to-date on the latest tools and trends, or a leader looking to transform how your organization uses data & AI, there's something here for everyone. Join co-hosts Adel Nehme and Richie Cotton as they delve into the stories and ideas that are shaping the future of data. Subscribe to the show and tune in to the latest episode on the feed below.
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