

Strategies for Accountable AI

Wharton Executive Education
The Wharton School of the University of Pennsylvania, founded in 1881, holds the distinction of being the first collegiate business school in the United States. Located on Penn's Ivy League campus in Philadelphia, Pennsylvania, it is a university-affiliated institution with deep roots in rigorous, evidence-based inquiry — a tradition established by its founder, industrialist Joseph Wharton, who believed business education should be a serious academic pursuit, not vocational training. That founding conviction still shapes the school today: Wharton faculty are expected to publish in the most demanding academic journals while remaining engaged with the real problems of practice. The result is a school that treats management as a discipline as serious as medicine or law.Accreditations and RankingsAccreditations:AACSB accreditedEQUIS accreditedAMBA accredited(Triple Crown accredited)Rankings:#1 Best Business School — U.S. News & World Report (2024)#1 MBA Program Globally — Financial Times Global MBA Ranking (2024)#3 Global MBA — QS World University Rankings: Business Masters & MBA (2024)Consistently ranked among the top three business schools globally across major rankings over the past decadeExecutive Education at a GlanceWharton Executive Education is one of the largest executive education operations in the world, serving more than 10,000 participants annually across open-enrollment and custom programs. The open-enrollment catalogue runs to over 70 programs covering finance, leadership, strategy, marketing, business analytics, and general management — with named flagship offerings including the Advanced Management Program (AMP), the General Management Program (GMP), and the CFO: Becoming a Complete Financial Leader program. Custom programs, developed exclusively for corporate clients, represent a significant share of total activity and have been delivered for organisations including Google, KPMG, and Siemens.Programs range from two-day intensives to multi-month blended journeys, and Wharton has invested heavily in live online delivery since 2020, with many programs now offered in-person at the Philadelphia campus, virtually, or in hybrid format. Open-enrollment program fees typically range from approximately $4,000 for shorter online programs to over $60,000 for the flagship Advanced Management Program. A small number of need-based and merit-based support options exist for eligible participants.Campus and FacilitiesWharton's executive education programs are anchored in Huntsman Hall, a striking glass-and-steel structure completed in 2002 and designed specifically for collaborative learning, with tiered seminar rooms, breakout spaces, and abundant natural light across its 325,000 square feet. Participants in residential programs stay and work within the broader University of Pennsylvania campus — one of the most architecturally cohesive Ivy League environments in the country, where Gothic collegiate buildings sit alongside modern research facilities. Philadelphia itself is an underappreciated asset: the city is home to a dense concentration of healthcare systems, asset managers, law firms, and manufacturing conglomerates, making it an unusually rich backdrop for case discussions that require real industry texture. The campus is also 95 minutes from New York City by train, and many programs incorporate site visits or speaker engagements that draw on that proximity.Faculty and ResearchWharton's full-time faculty numbers over 235 across ten academic departments, with particular depth in finance, operations, statistics, and management — departments that have produced Nobel laureates and some of the most-cited scholars in their fields. Research centres directly relevant to executive participants include the Wharton Financial Institutions Center, the Mack Institute for Innovation Management, the Wharton Neuroscience Initiative, and the People Analytics Institute, which has effectively built a new discipline around data-driven HR and organisational behaviour. Faculty teaching in executive programs are active researchers, not emeriti or adjuncts: participants frequently find themselves in the room with the person who wrote the paper that influenced their industry. This proximity between knowledge creation and knowledge delivery is genuinely rare and difficult to replicate.Student Body, Alumni, and Career OutcomesWharton's executive education cohorts draw participants from over 75 countries in any given year, with particularly strong representation from North America, Europe, and Southeast Asia, spanning industries from financial services and technology to government and healthcare. The broader Wharton alumni network encompasses more than 100,000 graduates globally, including a disproportionate concentration in senior finance roles — Wharton alumni are notably well-represented among CFOs, CIOs, and private equity partners at major institutions. Notable alumni across degree and executive programs include Elon Musk, Sundar Pichai, and former U.S. President Donald Trump, though the executive education network is defined less by individual celebrity and more by a remarkably dense web of senior operators across industries. For participants in programs such as the AMP or GMP, the peer network formed during the program — cohorts of 40 to 80 senior professionals — is frequently cited as the most durable and valuable outcome.
Next Available Cohort
Choose your preferred start date
All-inclusive program fee
Duration
Anytime
Format
online
Topic
Data & AI
Language
English
About This Program
Why Wharton Executive Education?
When Fortune 500 boards, sovereign wealth funds, and serial founders want their senior teams sharpened on finance, strategy, or leadership, they repeatedly arrive at the same address in West Philadelphia. Wharton's executive programs are built on the same faculty who define the academic disciplines themselves — not practitioners brought in to translate research, but the researchers writing it.
Your Profile
- Executives adopting, evaluating, or expanding AI systems either by implementing commercially available AI platforms or utilizing their own development efforts
- Executives in all industries, including financial services, health care, media, and technology
- Entrepreneurs working in the AI space
- Developers seeking to complement their technical expertise with broader knowledge
- Marketers, consultants, and other non-technical professionals seeking a fuller understanding of AI’s business risks and benefits
- Legal and compliance professionals
Benefits
- Companies that pay attention to mitigating AI risks enjoy higher returns from their AI investments, according to a recent McKinsey survey. Yet many firms don’t devote sufficient resources to this critical aspect of AI implementation. A recent BCG survey found that although 84 percent of executives believe responsible AI should be on top management agendas, only 25 percent have comprehensive programs in place. With Strategies for Accountable AI, you can help your firm get ahead of the curve, ensuring it is prepared for fast-changing government regulations and technological advances.
- In this engaging learning experience, Wharton faculty guide you through what you need to know about building, monitoring, and maintaining responsible AI solutions. Explore AI governance worldwide including legal requirements, emerging legislation, organizational practices, and ongoing policy debates. Next, understand AI failures and how to manage the risks, looking at cases from housing algorithms to facial-recognition systems to insurance claims. Other modules will help you become conversant with privacy, copyright, and licensing concerns; how racial and gender bias can manifest itself in machine-learning models; how people perceive human replacement by AI; and how to recognize AI abuses including misinformation and deepfakes. You’ll master the AI Readiness Tool, a diagnostic framework that empowers you to implement AI strategies that are trustworthy and compliant, and in your capstone project you’ll develop an AI Impact Assessment that evaluates a real-world system. The program’s content is regularly refreshed with the newest research findings and industry practices.
- With Strategies for Accountable AI, you will leverage the guardrails you need to get the most out of artificial intelligence, reaping maximum rewards for your organization.
- The AI Dynamic Landscape: Market Trends and Technological Insights Frameworks for Accountable AI: AI Laws, Regulation, and Governance When AI Goes Wrong: Accuracy, Risk, and Transparency Data Acquisition: Privacy, Copyright, Licensing, and the AI Supply Chain Fairness, Bias, and Discrimination Misuse: Manipulation, Misinformation, and Market Power The Human Dimension: How AI Changes Work and Consumer Experiences Techniques and Strategies for Accountable AI
What You'll Learn
- The AI Dynamic Landscape: Market Trends and Technological Insights
- Frameworks for Accountable AI: AI Laws, Regulation, and Governance
- When AI Goes Wrong: Accuracy, Risk, and Transparency
- Data Acquisition: Privacy, Copyright, Licensing, and the AI Supply Chain
- Fairness, Bias, and Discrimination
- Misuse: Manipulation, Misinformation, and Market Power
- The Human Dimension: How AI Changes Work and Consumer Experiences
- Techniques and Strategies for Accountable AI
Frequently Asked Questions
How to Apply
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Check your eligibility
Review the entry requirements listed on this page. Most executive programs require 8–15 years of professional experience.
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Gather your CV, reference letters, and any required test scores. Many EMBA programs waive standardised tests for senior candidates.
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