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The Earley AI Podcast with Seth Earley - Episode #54 Demystifying AI for Business Leaders: Insights from Tobias Zwingmann

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内容由Seth Earley & Chris Featherstone, Seth Earley, and Chris Featherstone提供。所有播客内容(包括剧集、图形和播客描述)均由 Seth Earley & Chris Featherstone, Seth Earley, and Chris Featherstone 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode of the Earley AI Podcast guest Tobias Zwingmann, an esteemed analytics and AI expert from Hanover, Germany, brings a wealth of experience from his work with SaaS platforms and consulting, and he shares invaluable insights on the practical intricacies of AI in business.

Join our hosts Seth Earley and Chris Featherstone as they discuss with Tobias the importance of business leaders understanding AI, the pitfalls of misleading sales tactics, and the necessity of organizational alignment for successful AI implementation. With topics ranging from data quality to the challenges of adopting generative AI, this episode is a treasure trove of actionable advice for anyone looking to navigate the complex world of artificial intelligence.

Key takeaways:

  • The critical need for business leaders to educate themselves on AI and LLMs to ask the right questions and evaluate vendors effectively.
  • The foundational role of good data in AI projects and examples of AI used to rectify data issues.
  • The tendency of software vendors to oversell solutions and the issues arising from improper data formats and organizational misalignment.
  • Challenges presented by fragmented processes, systems, and data in large enterprises and the benefit of small, targeted interventions.
  • The importance of data labeling, taxonomies, ontologies, and metadata in effectively leveraging AI.
  • Misconceptions about AI as pure software and the need to shift mindsets for working with generative AI.
  • Difficulties in scaling generative AI and defining outcomes, leading to missed opportunities for customers.

Quote from the show:

"Understanding AI requires commitment at the senior level. You need those workshops. You need commitment and understanding because, without alignment, no AI implementation will truly succeed." - Tobias Zwingmann

Links:
LinkedIn: https://www.linkedin.com/in/tobias-zwingmann/

Website: https://www.rapyd.ai

Twitter: https://x.com/ztobi

Website: newsletter.tobiaszwingmann.com

Thanks to our sponsors:

  continue reading

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Artwork
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Manage episode 438523369 series 2984858
内容由Seth Earley & Chris Featherstone, Seth Earley, and Chris Featherstone提供。所有播客内容(包括剧集、图形和播客描述)均由 Seth Earley & Chris Featherstone, Seth Earley, and Chris Featherstone 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode of the Earley AI Podcast guest Tobias Zwingmann, an esteemed analytics and AI expert from Hanover, Germany, brings a wealth of experience from his work with SaaS platforms and consulting, and he shares invaluable insights on the practical intricacies of AI in business.

Join our hosts Seth Earley and Chris Featherstone as they discuss with Tobias the importance of business leaders understanding AI, the pitfalls of misleading sales tactics, and the necessity of organizational alignment for successful AI implementation. With topics ranging from data quality to the challenges of adopting generative AI, this episode is a treasure trove of actionable advice for anyone looking to navigate the complex world of artificial intelligence.

Key takeaways:

  • The critical need for business leaders to educate themselves on AI and LLMs to ask the right questions and evaluate vendors effectively.
  • The foundational role of good data in AI projects and examples of AI used to rectify data issues.
  • The tendency of software vendors to oversell solutions and the issues arising from improper data formats and organizational misalignment.
  • Challenges presented by fragmented processes, systems, and data in large enterprises and the benefit of small, targeted interventions.
  • The importance of data labeling, taxonomies, ontologies, and metadata in effectively leveraging AI.
  • Misconceptions about AI as pure software and the need to shift mindsets for working with generative AI.
  • Difficulties in scaling generative AI and defining outcomes, leading to missed opportunities for customers.

Quote from the show:

"Understanding AI requires commitment at the senior level. You need those workshops. You need commitment and understanding because, without alignment, no AI implementation will truly succeed." - Tobias Zwingmann

Links:
LinkedIn: https://www.linkedin.com/in/tobias-zwingmann/

Website: https://www.rapyd.ai

Twitter: https://x.com/ztobi

Website: newsletter.tobiaszwingmann.com

Thanks to our sponsors:

  continue reading

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