Leadership Program in AI and Analytics
- Live sessions on LLM advancements
- Optional on-campus networking event
- High-caliber peer network
- Pathway to Wharton alumni privileges
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Architect your strategic leadership approach with the Wharton Leadership Program in AI and Analytics
Access to AI is no longer the differentiator. Leadership judgment is. You are expected to make decisions about where AI belongs in the enterprise, how it supports strategic priorities, and what risks and trade-offs it introduces. The Leadership Program in AI and Analytics from Wharton Executive Education equips you to connect AI, machine learning, and analytics to enterprise strategy, operating models, operating context, and leadership accountability so you can evaluate initiatives based on business relevance, impact, and long-term value rather than technical claims — a critical capability in the context of AI for senior leaders.
By focusing on value creation, limitations, and trade-offs without requiring a technical background, the program strengthens your ability to engage in AI-related decisions with greater clarity and confidence, offering advanced insights on leveraging AI for decision making.. Led by renowned Wharton faculty and delivered in a flexible six-month online format designed to be completed alongside professional commitments, the program helps translate strategic AI thinking into practical leadership judgment. The return on investing in this program is more informed leadership judgment, clearer alignment between AI initiatives and enterprise strategy, and a structured approach to translating AI efforts into outcomes that matter at the organizational level.
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SOURCE: CISCO, McKinsey & Co, and PwC.
Learning journey for the Wharton Leadership Program in AI and Analytics
The Wharton Leadership Program in AI and Analytics features 15 weeks of core modules delivered through a combination of self-paced online learning and faculty-led live sessions, followed by a six-week leadership-focused short course and an optional two-day on-campus networking and recognition ceremony.
Structured to fit alongside ongoing professional commitments, the program requires approximately 4–6 hours per week. The program’s curriculum is designed for senior leaders guiding AI-related decisions and focuses on leadership-level perspectives on machine learning, data governance, legal and ethical considerations, AI-driven business strategy, and workforce transformation.
What you will learn in the Leadership Program in AI and Analytics
Sharpen your data-driven skills to make informed decisions, leverage AI/ML to analyze business growth, conduct experiments, and drive growth strategies to meet your organizational goals.
The AI Landscape: A Brief History of AI to the Present - Live Online (This module includes a required faculty-led interactive live online session and a required activity.)
Market Insights with AI: Transforming Observational Data into Strategic Decisions
Data-Driven Experimentation: Optimizing Strategies with A/B Testing
Leverage AI to understand growth parameters and potential pitfalls of your organization’s strategies, identify structured data from unstructured data, and make decisions based on data-driven business forecasts.
AI and ML for Business: Core Concepts for Leaders
Driving Strategy through AI and Machine Learning
GenAI and Large Language Models: How They Work
Effective Decision Making: Deep Learning and Prediction
GenAI and Reinforcement Learning
Understand how to use AI responsibly to build trust, foster innovation, and navigate biases. Explore the legal and ethical implications of AI usage and gain knowledge of regulation laws, including General Data Protection Regulation and data privacy laws, to prevent privacy violations and discrimination.
Transformer Models and Natural Language Processing
AI and ML: Understanding and Mitigating Bias
Defending the Decision: Interpreting AI and ML Output
Navigating Legal and Regulatory Barriers to AI - Live Online (This module includes a required faculty-led interactive live online session and real-world case studies.)
The Impact of AI/ML on the Workforce
Integrate data and AI into your organization for effective decision making and a culture of adaptability. Explore strategies to harness data-driven insights and technologies to enhance the decision-making process, optimize operations, and drive innovation while building a robust data-driven ecosystem.
Building Data Analytics Capabilities
Driving the Analytic Mindset Forward
As an executive leading AI in your organization, it is essential that you inspire a team that can understand your vision and be ready to make an impact. The required short course Leading and Managing High-Impact Teams will elevate your learning experience and equip you with the leadership skills to inspire and motivate your team and drive enterprise-level transformation. Over six weeks, you will build the core competencies needed to engage global team members, win stakeholder support, and craft a winning leadership strategy.
Meet your cohort peers and faculty in person on the University of Pennsylvania campus in Philadelphia at an optional two-day recognition ceremony and networking event*. This event enables you to network with not just your peers but also professionals from other cohorts and to create a lifelong community of global executives. The networking event is generally held within six to nine months from the date of completion of the program.
Note: *A registration fee of US$250 is applicable.
Integrated live webinars on latest genAI developments
In addition to live interactive faculty-led modules, the program features a series of live webinars on generative AI (genAI), offering you the latest developments and practical insights on cutting-edge AI technologies and tools. These transformative webinars enhance your understanding of genAI-driven innovation and efficiency. Join industry leaders and experienced Wharton faculty for in-depth interviews and thoughtful lectures on the rapidly evolving genAI landscape, including effective communication methods with large language models (LLMs), the evolution and progress of ChatGPT, and challenges in adopting genAI systems and their possible resolutions, and discussions about hands-on use cases of LLMs. Stay ahead of the curve and elevate your genAI expertise by attending live webinars on the latest LLM advancements.
| 1 | Using and Prompting LLMs Effectively Acquire practical guidance on effectively using and prompting LLMs, including techniques for prompt engineering, leveraging chain-of-thought reasoning to enhance model outputs, and utilizing cases of LLMs for daily tasks. |
| 2 | How LLMs Work and Why They Took the World by Storm Gain insights into the underlying mechanisms of LLMs, exploring their architecture, training processes, and the factors that contributed to their rapid adoption and widespread impact. |
| 3 | Key Organizational Challenges When Using LLMs Identify and discuss the primary challenges associated with deploying LLMs, such as issues relating to computational costs, accuracy, biases, and hallucination. |
| 4 | LLMs, Workflow Collaboration, and the Reskilling of the Workforce Examine how LLMs are transforming collaborative workflows and necessitating the reskilling of the workforce to adapt to new tools and methodologies. |
| 5 | LLMs and Intellectual Property Concerns Explore the implications of LLMs on intellectual property rights, including issues related to content ownership, copyright infringement, and the protection of proprietary information. |
Inside Wharton: Where ambitious leaders become strategic visionaries
Hear from Wharton faculty and past participants as they share how the senior executive programs transform ambition into lasting impact, combining depth, rigor, global perspective, and high-caliber networking opportunities that define learning at the highest level.
Designed for AI Leadership, Not Just AI Learning
Experience/Program Highlights | Wharton Leadership Program in AI and Analytics | Other AI Learning Programs |
Leadership Perspective | ✅Leadership perspective on enterprise AI decisions, governance, and impact | ❌ Emphasizes technical, analytical, or functional depth in specific AI capabilities |
Learning Approach | ✅ Faculty-led learning grounded in leadership realities | ❌ Delivered via self-paced, function-specific learning |
Application Context | ✅ Personalized capstone aligned to organizational context | ❌ Predefined use cases, simulations, or technical exercises |
Program Structure | ✅ Deeper understanding and application alongside leadership responsibilities | ❌ Often modular, designed for rapid skill acquisition and exposure |
Networking Opportunities | ✅ Optional two-day on-campus networking; build long-term relationships | ❌ Informal virtual interactions or peer exchanges; fewer in-person opportunities |
Peer Engagement | ✅ Connects global leaders for peer learning and perspective exchange | ❌ Peer interaction varies by format; often limited to forums |
Note: The sessions topics and schedule are subject to change.
Capstone project
Throughout the program, you will build a comprehensive AI implementation strategy via a structured playbook. Guided by six key checkpoints, this exercise will help you address critical aspects of AI adoption. By the end of the program, you will have developed a detailed, actionable road map to apply AI effectively within your organization.
Learning outcomes
Over six months, the Leadership Program in AI and Analytics will enable you to:
Leverage AI to analyze past business performance, forecast future trends, and inform enterprise-level strategic decisions
Apply program frameworks through a structured capstone to create an organization-specific AI roadmap
Interpret AI-driven insights to support leadership communication, alignment, and decision-making
Assess AI and machine learning approaches to guide innovation, investment priorities, and execution strategy
Evaluate AI-enabled business opportunities and risks to make informed, accountable leadership decisions
Navigate the legal, ethical, and regulatory considerations shaping responsible AI adoption
Create a practical, organization-specific strategy for integrating AI solutions to drive business value
Who is the Leadership Program in AI and Analytics for?
The Leadership Program in AI and Analytics from Wharton Executive Education is designed for nontechnical senior executives across functions and industries who want to build a deeper understanding of AI, machine learning, and analytics to create business impact. It is ideal for:
Strategy, Finance, and Business Planning Leaders and Directors: Shaping enterprise AI strategy, evaluating where AI creates business value, aligning initiatives with strategic priorities, and supporting investment and governance decisions
Operations and Supply Chain Executives: Applying AI and analytics to improve operational effectiveness, performance management, and process design while balancing efficiency, risk, and scalability
Sales, Marketing, and Growth Heads: Using AI-driven insights to inform customer strategy, personalization, demand forecasting, and growth initiatives, and to support data-informed commercial decisions
Technology, Data, and Digital Transformation Leaders: Translating enterprise AI strategy into execution by aligning business objectives with technology capabilities, data readiness, and governance frameworks
Senior Functional and Innovation Professionals: Evaluating AI initiatives within their domains, contributing to prioritization and adoption decisions, and guiding responsible integration across teams and functions
Participants are required to have:
A minimum of 10 years of leadership experience
Fluency in written and spoken English
Note: No technical or coding background is required. The program is designed for leadership-level engagement with AI.
Program highlights: Leadership Program in AI and Analytics
Immerse in a six-month learning journey that includes in-depth sessions on AI technologies and tools.
Join industry experts and Wharton faculty for a series of live webinars to keep pace with the latest developments in generative AI (genAI).
Attend the module-based interactive live online sessions in the program and gain valuable insights from experienced Wharton faculty.
Through in-depth exploration and periodic checkpoints, develop an actionable AI implementation strategy.
Following successful completion of the program and subsequent open-enrollment programs, subject to further qualification criteria and additional tuition, you have a pathway to apply for Wharton alumni status.
Gain insights from the vast industry experience of world-renowned Wharton faculty through self-paced videos and live online sessions.
Craft your learning journey through regular check-in sessions with a success coach assigned to your cohort.
Learn from case studies and business challenges which will give you real-world insights into the understanding of AI technologies and its practical applications.
Interact with like-minded senior executives from around the globe to share perspectives and build your network.
Meet the faculty
World-renowned Wharton faculty in the Leadership Program in AI and Analytics will prepare senior executives to navigate the evolving landscape of artificial intelligence and analytics with academic rigor and practical insights. You will leverage their expertise in AI technologies, machine learning, and data-driven strategy to understand the business impact of these innovations and apply them within your organization.
Academic Director of the Leadership Program in AI and Analytics; Faculty Co-Director of AI at Wharton; Professor of Operations, Information and Decisions, The Wharton School
Prasanna (Sonny) Tambe’s research focuses on how data science and AI are used in HR, especially in tech-driven workplaces. His work has been published in top academic journals...
Miers-Busch, W’1885 Professor; Professor of Marketing; Faculty Director of Innovation, Experiential Learning and Research Initiatives, Analytics at Wharton, The Wharton School
Raghuram Iyengar holds an undergraduate degree in engineering from IIT Kanpur, India, and a PhD in marketing from Columbia University. His work has been published in leading j...
Associate Professor of Marketing, The Wharton School
Ron Berman researches online marketing, analytics, and how startups make marketing decisions. His work explores issues such as incorrect ad attribution and the real impact of ...
Dr. Felix Zandman Professor in International Management; Professor of Management, The Wharton School
Martine Haas’ work focuses on collaboration and strategy in global organizations. Her research explores topics such as global teams, knowledge sharing, and managing human capi...
George W. Taylor Professor of Management; Director, Center for Human Resources, The Wharton School
Peter Cappelli has advised governments, worked with international organizations, and contributed to US education policy. He has been named one of the top management thinkers b...
Practice Professor, Operations, Information and Decisions, The Wharton School
Cade Massey studies how people make predictions under uncertainty, using real-world data from areas such as employee benefits, sports drafts, and school admissions. His resear...
William and Jacalyn Egan Professor Emeritus of Management; Faculty Director, Center for Leadership and McNulty Leadership Program, The Wharton School
Michael Useem is professor of Management and faculty director of the Center for Leadership and Change Management and McNulty Leadership Program at the Wharton School, Universi...
Pathway to Wharton alumni status
For more than 135 years, Wharton has been the place where visionaries, inventors, and trailblazers get their start. After completing the Leadership Program in AI and Analytics and subsequent open-enrollment programs, subject to further qualification criteria and additional tuition, you have a pathway to apply for Wharton alumni status.
Executives who successfully complete the Leadership Program in AI and Analytics have the option of applying to the General Management Program (GMP). The GMP provides further opportunities to enhance your leadership skills and business acumen with a flexible curriculum. The Leadership Program in AI and Analytics provides one credit toward the six required to complete the GMP and earn alumni status. More details on the GMP are available at Wharton Executive Education.
Upon qualifying for Wharton alumni status, you will be eligible to receive:
Full access to become a member of 77+ Wharton alumni clubs
Invitation to attend future Wharton global alumni forums
A Wharton email address
Certificate
Earn a Wharton Executive Education digital certificate upon successful completion of the program. Past participants of the Leadership Program in AI and Analytics get exclusive access to a wide range of professionals, events, and networking opportunities. Furthermore, you can also benefit from additional tuition assistance upon enrolling in further online programs from Wharton Executive Education.
Note: After successful completion of the program, you will receive your verified digital certificate by email in the name you used when registering for the program. All certificate images are for illustrative purposes only and may be subject to change at the discretion of the Wharton School.
Please also note that participation in the Leadership Program in AI and Analytics (a) will not result in a degree from, alumni status with, or earned credit at the University of Pennsylvania or the Wharton School (or, to Wharton’s knowledge, any other institution); (b) will not be recorded on a University of Pennsylvania or Wharton transcript; and (c) does not guarantee or suggest that a participant will be admitted to the University of Pennsylvania, the Wharton School, or to any other university or institution.
FAQs
The Leadership Program in AI and Analytics from Wharton Executive Education is designed for business leaders seeking to understand and apply AI strategically within their organizations. It provides a comprehensive view of artificial intelligence, machine learning, and data analytics in a business context, helping executives connect technological capabilities with organizational goals.
Focused on AI for business leaders, the program emphasizes strategic thinking, informed decision-making, and responsible adoption of emerging technologies to create value and strengthen long-term competitiveness.
The value of any executive program depends on an individual’s career objectives, professional aspirations, and learning preferences. For example, building a stronger grasp of AI for business leaders has become increasingly important to stay ahead in a technology-driven landscape.
The Leadership Program in AI and Analytics from Wharton Executive Education offers a structured way to explore how artificial intelligence, machine learning, and data analytics can inform strategic decision-making. Guided by Wharton faculty and supported by a global network of peers, the program combines academic depth with practical relevance to enhance long-term leadership impact.
Choosing the best AI and analytics executive program and learning experience depends on the kind of skills you want to build and the scale of transformation you aim to lead. The Wharton Leadership Program in AI and Analytics offers world-class faculty guidance, a curriculum focused on AI and machine learning, and an international cohort to help executives apply data-driven insights for lasting business outcomes.
Choosing an appropriate AI course for executives depends on your role, goals, and the kinds of decisions you are expected to make. Programs described as advanced AI leadership, advanced AI for business growth, or AI for senior executives can differ in focus — some emphasize strategy and value creation, while others explore implementation, scaling, or governance. The key is to choose a program that aligns with your responsibilities and the context in which you engage with AI.
The fee for the Leadership Program in AI and Analytics from Wharton Executive Education is available on the program page. It covers academic content, online coursework, and faculty interaction, while travel, accommodation, and the optional on-campus networking event are additional. Flexible payment options and early application benefits may also be available.
A course in AI and analytics can give executives the strategic foresight, decision-making frameworks, and peer perspectives needed to lead confidently in an AI-driven business environment. The Wharton Leadership Program in AI and Analytics develops these capabilities through faculty expertise, real-world applications, and a global cohort, enabling participants to leverage AI and machine learning for lasting organizational impact.
Executives in AI and analytics leadership can come from diverse professional backgrounds, including business, strategy, operations, or technology-related roles. The Wharton Leadership Program in AI and Analytics is best suited for senior-level professionals with experience in making strategic decisions that leverage AI for business impact. This program enables you to build the foresight, analytical fluency, and leadership expertise needed to excel.
Many senior executives leading AI and analytics initiatives begin from business, strategy, or operational backgrounds rather than technical ones. Success in these roles often reflects the ability to guide strategic priorities and lead teams working with AI and analytics. The Wharton Leadership Program in AI and Analytics is designed for senior executives, providing the strategic insight, analytical fluency, and leadership frameworks to help you confidently shape the future of AI in business.
Choosing an AI and analytics leadership program depends on the kind of leader you want to become and the business impact you aim to create. Important factors include faculty expertise, curriculum depth, peer learning, and opportunities to apply AI and machine learning in real-world contexts. The Wharton Leadership Program in AI and Analytics brings these elements together to help executives refine strategic decision-making and lead with confidence in the future of AI.
The return on investment in an AI and analytics leadership course can be determined by how well it prepares you to lead in a business environment shaped by artificial intelligence. The Leadership Program in AI and Analytics from Wharton Executive Education offers a flexible learning experience that combines case studies, live faculty sessions, and opportunities to engage with a global network of leaders. This balance of strategic insight, practical application, and peer learning makes it a lasting investment in leadership growth and the future of AI-driven business.
Training for leadership in AI and analytics requires more than technical skills, it calls for strategic vision, decision-making frameworks, and the ability to guide teams in applying AI to real business challenges. The Wharton Leadership Program in AI and Analytics provides this preparation through faculty-led sessions, case studies, and a flexible learning experience that equips executives to leverage AI and machine learning for lasting business impact.
An executive AI program is designed for senior professionals who want to understand how artificial intelligence and analytics influence business strategy and organizational growth. These programs focus less on coding or technical execution, and more on how leaders can integrate data-driven insights into decision-making and innovation.
The Leadership Program in AI and Analytics from Wharton Executive Education is designed keeping in mind this strategic lens. It helps executives interpret the implications of AI, machine learning, and analytics within their business context, combining academic insight, peer discussion, and practical frameworks relevant to leadership.
An AI course for business leaders is suited for senior executives, functional heads, and decision-makers who want to engage more effectively with technology-driven strategy. It supports professionals overseeing transformation, performance, or innovation initiatives where data and AI play a growing role.
The Leadership Program in AI and Analytics from Wharton Executive Education offers a learning journey for leaders seeking to deepen their understanding of how AI and analytics intersect with business goals. Through faculty-led sessions, case discussions, and cross-industry perspectives, participants gain a clearer view of how to guide strategic conversations on emerging technologies.
Choosing the right AI and analytics executive program depends on what you hope to achieve, whether it’s building conceptual understanding, strengthening strategic application, or engaging with a global leadership network. Consider the faculty expertise, program format, and balance between academic depth and practical relevance.
The Leadership Program in AI and Analytics from Wharton Executive Education is structured for senior leaders who want to explore the business applications of AI and analytics through a strategic lens. Its blend of academic guidance, peer interaction, and applied learning offers a well-rounded foundation for informed leadership in an evolving digital environment.
The Leadership Program in AI and Analytics has been designed with your busy schedule in mind. You will be required to commit not more than three to five hours per week, enabling you to benefit from this transformative program while fulfilling your day-to-day work responsibilities. The impactful program offers a blend of self-paced modules and live interaction.
The six-month learning journey includes live webinars as well as live online and video online sessions with renowned faculty, industry experts, and global peers. You can take advantage of weekly live sessions and the Slack channel to ask questions and discuss ideas with your success coach and cohort participants. Real-world examples and a debrief of the program learnings are delivered through a combination of recorded video and live online lectures. The program concludes with a two-day on-campus graduation and networking event on the Wharton Executive Education campus in Philadelphia.
While the program does not grant alumni status, it opens up a unique pathway to apply for prestigious Wharton alumni status upon further qualification criteria and additional tuition. As an alum of this transformative program, you get exclusive access to a wide range of professionals, events, and networking opportunities. You can also benefit from additional tuition assistance upon enrolling in further online electives from Wharton Executive Education.
The program fee covers teaching fees, all academic material, and access to online coursework. The fee does not include the registration fee of US$250 for the optional two-day on-campus networking and recognition ceremony, accommodation expenses for the on-campus event, travel expenses (domestic and international, including visa fees), and any other expenses not specifically mentioned in the program fees.
You can pay the full program fee upfront or pay in easy installments. If you apply well in advance of the program start date, you can receive a tuition fee benefit. If you would like to approach your company with a sponsorship request for this program, here is a customizable template that you can use.
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Connect with a program advisor for a 1:1 session
Our program advisors have helped senior executives across the world choose the right program for their career goals. Schedule a 1:1 to get a deeper understanding on why the Leadership Program in AI and Analytics is the right fit for you.
Email: wharton_epai@emeritus.org
Phone: +1 561 486 7448 (U.S.) / +44 1135 191350 (U.K.) / +971 80 0088601095 (U.A.E.) / +52 55970 90243 (LATAM)
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