g-f(2)1687 Scaling Generative AI: A Blueprint for Transformative Organizational Change

 

genioux Fact post by Fernando Machuca, ChatGPT, and Bing Chatbot 

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Introduction:

In the rapidly evolving landscape of artificial intelligence, businesses are increasingly turning to generative AI to enhance productivity and drive innovation. However, the key challenge lies not in adopting generative AI tools but in successfully scaling them beyond initial experimentation. This article explores the essential factors for scaling generative AI, drawing insights from companies like NVIDIA and The Coca-Cola Company. It delves into the pivotal role of community, commonality, and coordination in achieving widespread adoption and realizing the transformative potential of generative AI.

Lighthouse of the Big Picture of the Digital Age

genioux GK Nugget:

"Scaling generative AI requires more than experimentation; it demands a strategic focus on community building, common platform development, and effective coordination to unlock the true value of artificial intelligence." — Fernando Machuca and ChatGPT

genioux Foundational Fact:

Unlike esoteric AI applications, generative AI offers a compelling advantage due to its ease of demonstration and practical utility. Whether it's summarizing documents, writing code, drafting emails, or personalizing customer interactions, generative AI proves its effectiveness across diverse tasks, making it more accessible and intuitive for users across different age groups.

10 Most Relevant genioux Facts:

Lighthouse of the Big Picture of the Digital Age

1. The risk with generative AI lies not in leaders' failure to try it but in the common pitfall of stopping at the experimentation phase, limiting its strategic impact.
2. Generative AI's unique capabilities extend to tasks such as summarizing complex documents, writing code, and personalizing customer interactions, making it highly versatile.
3. Community building is identified as a crucial driver for AI scale, as exemplified by NVIDIA's success in fostering a community of users enthusiastic about exploring generative AI tools.
4. The concept of commonality emphasizes the importance of building integrated platforms over blindly provisioning individual AI products to encourage broader use cases and utility.
5. Coordination emerges as a key factor for AI scale, illustrated by The Coca-Cola Company's establishment of a digital council to prioritize impactful AI initiatives and create a unified platform.
6. The digital council at Coca-Cola focuses on evaluating and prioritizing AI initiatives based on their potential to transform consumer and business experiences.
7. A platform-based approach, as demonstrated by NVIDIA, allows for the reuse of infrastructure, turning disparate generative AI applications into an emergent cultural operating system.
8. NVIDIA's experience highlights the need for prototypes and use cases to build momentum around generative AI, paving the way for standardization by a central team.
9. The shift from experimentation to strategic AI deployment requires leaders to embrace risks, experiment across the organization, and convert AI's potential into tangible value.
10. The true goal of AI-fueled companies is to create a digital workforce, changing how organizations operate and challenging them to be more talent-dense, ultimately leading to better competitive positioning and profitability.

Lighthouse of the Big Picture of the Digital Age

Conclusion:

In the pursuit of scaling generative AI, the success stories of companies like NVIDIA and The Coca-Cola Company underscore the transformative power of AI when approached strategically. Embracing community-driven exploration, building common platforms, and prioritizing impactful coordination are foundational steps toward reinventing organizational processes and achieving a digital workforce that propels businesses into the future.

REFERENCE

The GK Article

Mike Walsh and Nitin Mittal, To Scale GenAI, Companies Need to Focus on 3 Factors, Harvard Business Review, December 01, 2023.

Mike Walsh

Mike Walsh is the author of the bestselling book, "The Algorithmic Leader: How to Be Smart When Machines Are Smarter Than You"¹³. He is also the CEO of Tomorrow, a global innovation consultancy³. In his book, Walsh synthesizes years of research and interviews with some of the world's top business leaders, AI pioneers, and data scientists into a set of 10 principles about what it takes to succeed in the algorithmic age¹²⁴. The book offers a hopeful and practical guide for leaders of all types, and organizations of all sizes, to survive and thrive in this era of unprecedented change². By applying Walsh's 10 core principles, readers will be able to design their own journey of personal transformation, harness the power of algorithms, and chart a clear path ahead².

Source: Conversation with Bing, 12/7/2023

(1) The Algorithmic Leader: How to Be Smart When Machines Are Smarter Than .... https://www.amazon.com/Algorithmic-Leader-Smart-Machines-Smarter/dp/1989025331.

(2) Futurist Keynote Speaker | Mike Walsh. https://www.mike-walsh.com/.

(3) The Algorithmic Leader | The Future of Leadership In The AI Era. https://www.mike-walsh.com/algorithmic-leader.

(4) The Algorithmic Leader - Google Books. https://books.google.com/books/about/The_Algorithmic_Leader.html?id=wBs7EAAAQBAJ.

Nitin Mittal

Nitin Mittal is a principal with Deloitte Consulting LLP¹²³. He currently serves as the US Artificial Intelligence (AI) Strategic Growth Offering Consulting Leader and the Global Strategy, Analytics and M&A Leader¹²³. He is also the US Generative AI Innovation Leader and the Global Consulting Emerging Markets Leader². He advises organizations on the application of AI and the implications of emerging technologies on the strategy and competitive positioning of businesses². He is the 2019 recipient of the AI Innovator of the Year award at the AI Summit New York¹²³. He specializes in advising clients to achieve competitive advantage through data and cognitive powered transformations that promote amplified intelligence and enable our clients to make strategic choices and transform ahead of disruption¹. Throughout his career, Nitin has served as a trusted advisor to global clients and has worked across a number of industry sectors¹. His primary focus has been working with Life Sciences and Health Care clients, implementing large scale data programs that promote organizational intelligence, and the use of advanced analytics and AI to drive insights and business strategy¹.

Source: Conversation with Bing, 12/7/2023

(1) Nitin Mittal, US AI Strategic Growth Offering Leader | Deloitte US. https://www2.deloitte.com/us/en/profiles/nitin-mittal.html.

(2) Nitin Mittal | Emerging Markets Leader, Deloitte Global. https://www.deloitte.com/global/en/about/people/profiles.434438cb.html.

(3) Nitin Mittal | Principal | Deloitte US Consulting. https://www2.deloitte.com/bd/en/profiles/nitin-mittal.html.

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Source: Conversation with Bing, 11/27/2023

(1) g-f New World - Genioux.com Corporation. https://gnxc.com/g-f-new-world.

(2) g-f(2)959 THE NEW WORLD (2/23/2022), geniouxfacts, The "g-f story" of .... https://blog.geniouxfacts.com/2022/02/g-f2959-new-world-2232022-geniouxfacts.html.

(3) g-f(2)942 THE NEW WORLD (2/16/2022), The Story of the New World in a “g .... https://blog.geniouxfacts.com/2022/02/g-f2942-new-world-2162022-story-of-new.html.

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Source: Conversation with Bing, 11/27/2023

(1) “genioux facts”:. https://www.geniouxfacts.com/.

(2) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/.

(3) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/p/about.html.

(4) genioux facts (g-f) - Genioux.com Corporation. https://gnxc.com/genioux-facts-g-f.

(5) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/2023/10/g-f21409-genioux-revolution-new-era-of.html.

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g-f(2)1669 The 10 Most Read genioux Fact Posts of the Month (12/03/2023)

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Source: Conversation with Bing, 11/27/2023

(1) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/2023/09/g-f21310-genioux-ai-powered-chatbot.html.

(2) genioux facts (g-f) - Genioux.com Corporation. https://gnxc.com/genioux-facts-g-f.

(3) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/.

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The categorization and citation of the genioux Fact post

g-f(2)1668 The 10 Most Read genioux Fact Posts of the Week (12/03/2023)

Categorization

This genioux Fact post is classified as Bombshell Knowledge which means: The game-changer that reshapes your perspective, leaving you exclaiming, "Wow, I had no idea!"

Type: Bombshell Knowledge, Free Speech

g-f(2)1687: The Juice of Golden Knowledge

GK Juices or Golden Knowledge Elixirs

References

“genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)1687, Fernando Machuca, ChatGPT, and Bing Chatbot, December 7, 2023, Genioux.com Corporation.

The genioux facts program has established a robust foundation of over 1686 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)1686].