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This episode features insights from data leaders on the challenges and strategies of leveraging data and AI in organisations. Topics include data value realisation, organisational challenges, AI ROI, and best practices for data architecture and governance.

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In this conversation, Juan Sequeda discusses the evolution and significance of knowledge graphs and ontologies in the context of AI and data management. He emphasizes the need for a paradigm shift from a data-centric to a knowledge-centric approach, highlighting the importance of treating knowledge as a first-class citizen. The discussion covers the roles of knowledge engineers, the necessity of governance, and the methodologies required to effectively implement knowledge graphs. Sequeda also shares insights on the challenges and opportunities presented by AI in enhancing knowledge management practices.

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In this episode, we explore the significance of taxonomies and linked data in the context of AI and content management. The discussion highlights the evolution of taxonomies over the past two decades, the importance of context and semantics, and the standards and best practices for creating effective taxonomies. Various use cases across industries, particularly in pharmaceuticals and e-commerce, are mentioned, along with actionable tips for implementing taxonomies in organisations.

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In this episode of Tapas & Pretzels, the conversation revolves around the intricate relationship between data governance and management, drawing analogies to cooking and restaurant management. Laurent Dress, the guest, emphasises the importance of understanding data as one would understand ingredients in a kitchen. The discussion also touches on the role of AI in data governance, the necessity of a solid governance framework, and the balance between flexibility and governance in data management. The episode concludes with reflections on the importance of understanding the purpose behind data governance efforts.

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In this episode of Tapas & Pretzels, Tati, an AI ethics advisor, discusses the critical issues surrounding data bias and the ethical implications of AI. She shares her personal experiences with bias in employment systems and emphasises the importance of updating these systems to prevent discrimination. Tati provides recommendations for governments and organisations on how to govern AI effectively, highlighting the need for compliance and education in AI ethics. She also addresses the challenges faced by small and medium-sized enterprises in navigating AI governance and the importance of raising awareness about these issues.

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In this episode of Tapas & Pretzels, the discussion revolves around data product management, exploring the risks and opportunities associated with developing data products. Nick Zervoudis shares insights on how to establish effective data products, emphasising the importance of delivering business value and understanding user needs. The conversation also touches on bridging the gap between technical and business perspectives, scaling data products within enterprises, and navigating the challenges posed by the AI hype cycle and technical debt.

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In this episode of Tapas and Pretzels, the discussion revolves around the challenges and opportunities in the healthcare sector, particularly focusing on data management, technology integration, and the human element in digital transformation. Benjamin Szilagyi,  shares insights on the importance of data accessibility, interoperability, and the need for standardization in healthcare. The conversation also touches on the role of AI in enhancing healthcare processes and the significance of understanding the human microbiome in health.

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In this conversation, our hosts delve into the concept of hypergraphs and their significance in modern technology, particularly in the context of automation and AI. Dave Duggal, the guest, explains how hypergraphs differ from traditional graph structures and their advantages in modeling complex relationships within business operations. The discussion also highlights the importance of context in automation, the role of hypergraphs in enhancing AI agents, and the future implications of these technologies in various industries.

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In this episode of Tapas and Pretzels podcast, host Inga Glotzbach, along with Tim Biedenkapp and David Roldán Martínez, welcome Mustafa Qizilbash, a data expert with over 20 years of experience. The conversation covers Mustafa's journey in the data and AI field, his innovative approaches to data management, and the cultural differences in data practices across regions. They also discuss the evolving role of Chief Data Officers and the importance of focusing on data strategy and value generation in organizations.

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In this episode of Tapas and Pretzels, our moderator Inga Glotzbach and hosts Tim Biedenkapp, David Roldán Martínez, have a conversation with Dinis Cruz, delving into the intersection of cybersecurity, AI, and the importance of communication in diverse teams. Dinis shares his journey as a founder of multiple startups, emphasizing the role of graphs in understanding complex systems and enhancing communication. The conversation explores the future of news, the need for trust in information, and how contextual graphs can revolutionize the way we interact with data. The episode concludes with insights on the importance of adaptability and the potential of AI to enhance human capabilities.

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