The Wharton School

Generative AI and Business Transformation

The Wharton School

AI and Analytics

About Programme

Once or twice in a generation, a general-purpose technology emerges that ignites innovation to the extent that multiple industries are utterly transformed. Think of discoveries like electricity or the internet.

Today, research consistently supports the conclusion that generative AI is one of these rare general-purpose technologies and is on the precipice of triggering exponential change. It has the potential to shift competitive landscapes and launch companies into game-changing growth. As companies scramble to understand its implications, they will either rush ahead or fall behind based on how they navigate this technological shift.

Generative AI and Business Transformation dissects the technology, platforms, and large language models of generative AI and identifies opportunities for strategic and practical business applications. This ground-breaking program is led by world-renowned experts from the Wharton AI & Analytics Initiative , the academic research center founded in 2019 by the Wharton School, one of the first business schools to develop thought leadership on integrating AI into organizational transformation.

Programme Content

Generative AI and Business Transformation topics will explore the impact this technology has on competition, innovation, and economic growth while delving into the ethical and user-experience challenges as well as the governance frameworks involved in responsibly integrating generative AI into business organizations. Some of our program faculty experts also serve as consultants for today’s top AI companies and will provide a unique, insider’s perspective on the transformational capabilities of real-world generative AI applications.

Participants will leave empowered with added confidence, knowing they now have the technical and strategic business knowledge necessary to successfully implement generative AI into the culture, planning, and operations of their organizations.

Generative AI and Business Transformation uses a blend of thought-leadership lectures, group-based activities, real-world case study analyses, and panel discussions with industry experts to deliver a comprehensive and experiential journey through the technology, impacts, and potential of generative AI.

As a participant, you will gain a deeper understanding of the transformational capability this technology has across a wide array of professional roles and industries. You’ll also explore the human impact — taking a closer look at the emotional and psychological reactions and biases that exist around this once-in-a-generation technology.

Generative AI and Business Transformation will empower you to return to work with the ability to speak to generative AI at a higher level of expertise, allowing you to share coveted, detailed knowledge that will support your company’s digital transformation while positioning you as a topic expert. You will possess the frameworks necessary for implementing real-world generative-AI strategies within your company, and you'll have the ability to make a positive, innovative impact within your role.

Above all else, you’ll leave the program with the realization that this truly is a limited, make-or-break opportunity: those who embrace generative AI will be able to elevate themselves and their organizations, gaining a powerful advantage over the competition.

Session topics include:

AI and General-Purpose Technologies
Generative AI and Large Language Models (LLMs): Tech and Biases
AI Implementation: Integrating AI into Products and Services
Finetuning and Retrieval Augmented Generation (RAG)
Industry Applications: Market Research
Consumers and AI
Redesigning Workflows
Generative AI and Large Language Model (LLM) Applications
AI and the Workplace
Industry Applications: Media and Entertainment
AI Governance

Programme Audience

Because generative AI will inevitably transform every professional role within an organization, this program provides exceptional advantages to executives in any and every industry who aspire to leverage its benefits, including:

C-suite and senior executives who need to formulate and implement generative-AI strategies
Product managers and marketing, sales, and strategy executives seeking a deeper understanding of how generative AI can shape their business function
Consultants guiding organizations through digital transformation

Fluency in English, written and spoken, is required for participation in Wharton Executive Education programs.

To further leverage the value and impact of this program, we encourage companies to send cross-functional teams of executives to Wharton. We offer group-enrollment benefits to companies sending four or more participants.

Programme Benefits

Technology, capabilities, and future potential of generative AI
Differences and tradeoffs of various foundational AI models and usage
Prompt-engineering strategies critical for optimizing AI models
User experience, cultural, and psychological barriers of organizational AI adoption
Relative strengths and weaknesses of human and artificial intelligence
Integration strategies for implementing a company-wide generative-AI plan

Testimonials

"I was drawn to Wharton because I have been following the research coming from the professors for almost two years. I attended the program for a few reasons. First, as head of technology learning for the company, I wanted to assess the viability of the program for our executives going forward. Second, at Visa we are examining the next horizon of using Gen AI to unlock innovation and commercial impact. And third, Im also a practitioner of GenAI, and its an area where I wanted to shore up my skillset, particularly in better understanding the use cases, trade-offs, and strategic implications of implementing GenAI across industries and the impact on people, which is the area I focus on. The program exceeded my expectations. It was extremely well balanced both in the topic areas — implementations, legal implications, and policy — and in terms of the perspectives that the professors brought to the table. I derived particular value from Professor Hosanagar, who walked us through actual examples of implementation of GenAI and workflows. That was gold because it gave me language to then talk to my executives about not looking only at ROI, but also considering alignment to strategy and culture. We have a WhatsApp group for the program cohort, and weve been sharing research and ideas and questions. Its brilliant. Having that network alone is a huge value to me."

Fernando de Leon

Senior Director - Global Head of Technology Learning, Visa

"I was referred to the program by a Wharton MBA grad. Given our companys ongoing Gen AI initiatives, I found the timing opportune to explore this educational opportunity. Ive been in analytics most of my career, but am not a programmer, so I wanted a program that had a mix of hands-on experience, the theoretical side, and industry trends. Wharton’s program was a great balance of those three. Coming out, I am more comfortable using various LLMs, and was able to apply what I learned quickly in terms of prompting, doing some of my own personal work, and doing my work for Wayspring. One of the things I appreciate most about the program is the great mix of people from all over the world, and thats not exposure that you get every day in your regular job. Theres a huge benefit to meeting people outside of your industry and your country, and learning from them and seeing what theyre doing in their own company. At Wayspring, our data science team has been exploring narrow use cases for Gen AI, primarily focusing on enhancing internal efficiency in healthcare data management. While our leadership team is in the early stages of AI adoption, with some utilizing it for personal applications, we recognized the need for a broader implementation strategy. The program effectively addressed this need.There was a mix in the program in terms of experience with AI, and I thought the professors did a great job at appealing to the entire audience.. I found it valuable to partner with people with a variety of skill levels enhancing the learning opportunity for all. The program struck an effective balance between technical content, high-level discussions, and industry trend analysis. As part of our final group session, we developed action plans for our respective organizations. Im currently preparing an executive readout based on these insights for our leadership team. Participating in this program reminded me of the value of continuous professional development. The Wharton program lets you hear from some of the worlds leading experts in this space, get exposed to the latest research, see how its being applied to different companies, and then digest all that and bring it back to your company. You can read about GenAI on your own, but you get a lot more by spending four days in person, meeting with people from all over the world and hearing from professors who are on AI’s cutting edge."

Adam Dunning

Chief of Enterprise Solutions, Wayspring

"I have a solid background in AI, but the field evolves so quickly that staying current is always a challenge. This program gave me a practical framework for implementing AI, focusing on starting with smaller, experimental projects rather than jumping into large-scale initiatives. I also learned new terminology and structures to improve processes we’re already exploring, like how to define and explain complex problems for AI solutions. Our CEO is forward-thinking, and our senior leadership team is very supportive of exploring AI’s potential. This course gave me the tools to frame and present AI use cases and priorities to leadership more effectively. It also helped me educate them on best practices for implementing AI. One of the most valuable lessons was learning how to address workforce concerns about AI thoughtfully. The program provided practical strategies for easing fears of job displacement by focusing on upskilling and training employees. I’ve already shared many insights from the program with our AI governance group and plan to do the same with our AI incubator group, which includes forward-thinking mid-level managers and directors. Before attending, both groups had explored potential use cases, but I now have a framework to help prioritize them. It’s not just about revenue or cost — it’s also about managing risks and ensuring cultural acceptance of AI solutions. For example, financial data projects carry higher risks than creating email content. The program also gave me the chance to connect with peers from different industries, which helped me understand where we stand in AI adoption. While we entered the generative AI space a little later and haven’t made big investments yet, I learned that we’re ahead in our approach and methodology. Before the program, I had studied AI extensively and led experiments with my team. The Wharton program helped me organize that knowledge into a clear framework I can use to drive innovation and prioritize AI opportunities. Attending the program strengthened our foundation and accelerated how we use AI. It was time well spent, and I was so impressed that I’m now exploring the General Management Program ."

Jamie Pierce

Chief Marketing Officer, Service Corporation International

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Generative AI and Business Transformation | The Wharton School