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DataFramed

Latest episodes

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Aug 29, 2024 • 51min

#239 New Models for Digital Transformation with Alison McCauley Chief Advocacy Officer at Think with AI & Founder of Unblocked Future

Alison McCauley, Chief Advocacy Officer at Think with AI and Founder of Unblocked Future, is an AI strategist with nearly 30 years of experience in digital transformation. She discusses the challenges organizations face in integrating AI, emphasizing the urgency to shift mindsets and adopt new strategies. Key topics include the necessity of building AI fluency among teams, the importance of storytelling in digital transformation, and the critical need for effective communication between data and management for successful AI implementation.
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Aug 26, 2024 • 40min

#238 Data & AI for Improving Patient Outcomes with Terry Myerson, CEO at Truveta

Terry Myerson, CEO of Truveta, discusses the critical role of data and AI in enhancing patient outcomes. He highlights the chaos of healthcare data—fragmented and unstructured—and its impact on research. The conversation dives into the necessity of data privacy and the challenges of navigating regulations like HIPAA. Terry also explores how generative AI can revolutionize healthcare, stressing the importance of high-quality datasets. Ultimately, he advocates for a more integrated, data-driven approach to improve care and innovate treatment options.
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Aug 22, 2024 • 49min

#237 Guardrails for the Future of AI with Viktor Mayer-Schönberger, Professor of Internet Governance and Regulation at the University of Oxford

Viktor Mayer-Schönberger, a Professor of Internet Governance at the University of Oxford, dissects the crucial role of 'guardrails' in AI decision-making. He argues these frameworks are essential for navigating complex scenarios without stifling creativity. Viktor highlights the balance between structure and flexibility, using real-world examples like aviation disasters to illustrate the risks of over-reliance on AI. He emphasizes the need for inclusive collaboration among stakeholders and effective feedback mechanisms to foster innovation and enhance human judgment in the age of AI.
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Aug 19, 2024 • 42min

#236 Optimizing Sales Using AI with Ellie Fields, CPEO at Salesloft

Ellie Fields, CPEO at Salesloft, leads innovation in sales optimization through AI. She discusses how sales teams can transform the chaos of B2B sales into streamlined processes using data and automation. Key insights include the significance of predictive forecasting, the balance between automation and human interaction, and the concept of revenue orchestration for better buyer engagement. Ellie also addresses the challenges of data management within organizations and the future trends reshaping sales strategies.
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Aug 15, 2024 • 45min

#235 Developing Generative AI Applications with Dmitry Shapiro, CEO of MindStudio

Dmitry Shapiro, CEO of MindStudio and former CTO at MySpace, dives into the world of generative AI applications. He discusses creating affordable AI agents to streamline specific tasks like resume screening and lead ingestion, emphasizing their role in enhancing employee capabilities. The conversation also touches on the importance of AI governance and compliance, cost management, and adapting organizational frameworks to keep pace with AI innovations. Dmitry highlights MindStudio's user-friendly approach in comparison to platforms like Zapier, showcasing its edge in AI-driven workflows.
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Aug 12, 2024 • 43min

#234 High Performance Generative AI Applications with Ram Sriharsha, CTO at Pinecone

Ram Sriharsha, CTO at Pinecone, dives into the world of generative AI and vector databases. He addresses the critical issue of AI hallucination and introduces retrieval augmented generation as a solution. The conversation covers building effective chatbots, the challenges of static vs. dynamic data, and the significance of knowledge graphs. Ram shares insights on advancements that improve scalability and performance in vector databases, and emphasizes the importance of starting simple in generative AI applications for continuous improvement.
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Aug 8, 2024 • 39min

#233 Generative AI at EY with John Thompson, Head of AI at EY

Join John Thompson, the Head of AI at EY and an expert in Generative and Causal AI, as he discusses the intricate balance between privacy and productivity in the workplace. He dives into the challenges of implementing generative AI in a regulated environment while ensuring data security. John also shares insights on enhancing efficiency through AI in tasks like document summarization and explores the potential of synthetic data. His seasoned perspective on industry trends and decision-making in AI is both enlightening and essential for any tech enthusiast.
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Aug 5, 2024 • 1h

#232 How are Businesses Really Using AI? With Tathagat Varma, Global TechOps Leader at Walmart Global Tech

Tathagat Varma, Global TechOps Leader at Walmart Global Tech, shares invaluable insights from his extensive experience in tech leadership. He discusses the urgent need for coherent AI strategies among businesses, highlighting the pitfalls of rushed implementations. Varma emphasizes the importance of integrating AI within existing workflows, fostering collaboration and empathy. He outlines the challenges of AI investment, urging organizations to focus on both customer experience and operational efficiency, and stresses the development of essential skills for successful AI adoption.
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Aug 1, 2024 • 45min

#231 Manage Your Data Better with Shinji Kim, CEO at Select Star

Shinji Kim, CEO of Select Star, shares her expertise in data management and governance after leading innovative projects at major tech firms. She discusses the challenges of data discoverability and how to document datasets effectively. The conversation highlights the importance of bridging communication between data and business teams to boost revenue. Shinji also explores the role of AI in streamlining data governance and enhancing documentation for clarity. Her insights provide a roadmap for organizations striving to harness their data efficiently.
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Jul 29, 2024 • 40min

#230 Scaling Experimentation at American Express with Amit Mondal, VP & Head of Digital Analytics & Experimentation at American Express

Amit Mondal is the VP & Head of Digital Analytics & Experimentation at American Express, where he drives a data-driven culture. He discusses the magic of scaling experimentation to improve customer experiences and the importance of organizational buy-in. Amit underscores the need for clear objectives and robust design in experiments, while addressing challenges like privacy regulations and data literacy. He also emphasizes the power of collaboration across teams to enhance innovation and navigate the complexities of modern experimentation.

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