How Siemens Scaled Data and AI Innovation | Data Masterclass Podcast With Moritz Heimpel | Ep#22 скачать в хорошем качестве

How Siemens Scaled Data and AI Innovation | Data Masterclass Podcast With Moritz Heimpel | Ep#22

In this episode, Moritz Heimpel, head of Data and AI Operations at Siemens AG, discusses the role of data and AI within Siemens, a leading manufacturing automation company. He explains the structure of the data team, the importance of domain knowledge, and the growing demand for data-driven decision-making across various business divisions. The conversation also covers the challenges of scaling data use cases, particularly in factory settings, and the collaborative efforts required to ideate and implement new data solutions. In this conversation, Moritz Heimpel, head of data and AI operations at Siemens AG, discusses the evolution of use case development in industrial settings, emphasizing the importance of streamlining processes and leveraging common technologies. He highlights innovative use cases within Siemens, including foundational models that utilize industrial know-how to enhance AI capabilities. The discussion also covers smart infrastructure solutions, the Siemens Data and AI Cloud platform, and the future potential of managing unstructured data effectively. 📌 Timestamps: How Siemens Scaled Data and AI Innovation 02:56 - Who are the main customers of your platform and enablement offerings? 05:04 - What are the main verticals or business divisions you’re serving? 07:35 - How do you organize such a big team in a diverse environment? 12:56 - How do different verticals and functions come up with new use cases? 15:27 - How do you generate new use cases for data and AI? 24:02 - Exciting industrial AI use cases at Siemens. 29:11 - Do you use open-source LLMs or train models from scratch? 34:55 - A glimpse into your AI platform and tech stack. 39:27 - Last Question 🎬CHECK OUT OTHER EPISODES:👇 ➥   • Podcast #21: Data Management Strategy At M...   ➥   • The Data Journey at Bentley Motors: Scalin...   ➥    • Podcast #18: Mastering The Art Of Building...   ➥    • Transformational Leadership in Data & AI S...   ➥    • Building The Data Marketplace Enabled By M...   ➥    • Implementing Data Mesh at a Large Utility ...   👉 About Data Masterclass Data Masterclass is a unique channel for today's and tomorrow's data leaders to help them unleash the power and value of data and AI at scale. We share independent insights and invite data leaders from various backgrounds to talk about their own stories and lessons learned. We cover new and established paradigms and how they influence data strategy in practice. This channel is created by data leaders for data leaders since we all go through very similar challenges. Our aim is to empower you to accelerate your data journey. Related Terms: Data masterclass podcast,Episode 22,How Siemens Scaled Data and AI Innovation,Data Masterclass podcast with Moritz Heimpel,AI use cases in manufacturing,Factory automation with AI,Siemens AI initiatives,Data and AI strategy Siemens,Scaling AI in factories,Industrial AI models,Foundational AI models in industry,Unstructured data management,Siemens Data and AI Operations,AI Use Cases in Manufacturing,Siemens Data and AI Cloud Platform,Unstructured Data Management