Muscles hurt first before you build em. 💪

But once you build it, you're stronger.

Same can be true with company muscle. And your org might be missing a key piece of the AI puzzle: Operational muscle.

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Topics Covered in This Episode:

1. Reasons for AI Failure
2. Operational Muscle in AI Strategy
3. Introduction of Andy Lin from Mark three Systems
4. Importance of People, Culture, and Process in AI
5. Need for Cross-functional Teams in AI and Digital Twins
6. Challenges in Enterprise AI Adoption
7. Generative AI vs. Digital Twin Applications
8. Strategies for Starting Small with AI Projects
9. Importance of Explainability in AI and Digital Twins
10. Role of People in Multi-Agent Systems and Digital Twins

Timestamps:
00:00 "Operational Muscle in AI Scaling"

05:31 "Scalable Intelligence through Collaboration"

07:26 Transformative AI in Healthcare Innovation

11:15 Building Operational Muscle with AI

13:38 "Scalable Expertise via AI & Digital Twins"

19:09 Iterative Approach Drives Leadership

22:08 Exploring AI's Impact on Governance

23:51 Building Effective AI Teams

28:20 "Success Through Close-Knit Teams"

Keywords:
AI strategy, operational muscle, generative AI, NVIDIA GTC, digital twins, AI adoption, centers of excellence, people process culture, enterprise AI, ChatGPT, conversational AI, healthcare life sciences, AI models, unstructured data, scalable intelligence, agentic AI, digital twin simulation, AI education, three d representation, hybrid workforces, AI governance, AI explainability, AI-powered decision making, Fortune 500 companies, modern HPC, research institutions, LLMs (Large Language Models), automation, AI innovation, smart hospitals.

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