Professional Learning Hub

AI & Analytics Insights

The latest cutting-edge Wharton research, broken down for professionals on the go. Navigate the rapidly evolving AI & analytics landscape and discover the latest developments impacting you and your work. Whether you manage from the C-suite or your career is just underway, Wharton AI & Analytics Insights help you save time, stay prepared, and lead with confidence.

Industry Reports

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The Wharton Blueprint for AI Agent Adoption

AI agents are here, and they work. The main barriers to adoption are now psychological. Using an agent requires believing it can perform tasks correctly, trusting it with sensitive information, and relinquishing control. Created with Science Says, this Blueprint bridges that gap by drawing on behavioral science in human-AI interaction, guidance from Wharton faculty, and lessons from organizations deploying agents at scale.

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The Wharton-Accenture Skills Index

AI is accelerating the shift from a role-based labor market to a skills-based economy, sharpening the relevance of the gap between what workers signal and what employers actually reward. To bring clarity to this transition, Wharton and Accenture developed a recurring, empirical benchmark designed to measure which skills matter, which do not and how quickly the economy is shifting beneath us.

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Accountable Acceleration: Gen AI Fast-Tracks Into the Enterprise

As Gen AI fast-tracks into budgets, processes, and training, executives need benchmarks, not anecdotes. Developed with GBK Collective, this unique, year-over-year, cross-sectional study shows where the common use cases are, where returns are emerging, and which people- and process-levers could convert mainstream use into durable ROI.

Prompt Library

The Generative AI Labs’ growing library of prompts addresses a range of educational and professional development needs. Educators and trainers can confidently incorporate these resources, knowing they’re built on sound instructional principles and carefully tested for ease of use.

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Nano Tools for Leaders Series

Nano Tools for Leaders are fast, effective leadership tools that you can learn and start using in less than 15 minutes — with the potential to significantly impact your success as a leader and the engagement and productivity of the people you lead. Learn more →

“Data-First Leadership” for Boards and CEOs in the Age of AI

Build the leadership capability to move fluidly between commercial judgment and data-driven learning, and deploy that capability to shape priorities, decisions, and investments

Adaptive Experimentation in the Age of AI

The Wharton School’s Jerry Wind explains how AI-powered adaptive experimentation can help leaders innovate faster and make data-driven decisions.

Operationalize AI Accountability: A Leadership Playbook

Deploy AI systems with confidence by ensuring they are fair, transparent, and accountable — minimizing risk and maximizing long-term value.

Prompt Power: Six Tactics to Get Better Results from AI

Improve your “prompt engineering” to generate the most insightful, relevant outputs from AI.

This is a collaboration between Wharton Executive Education and Wharton AI & Analytics Initiative.

Better Decisions with Data: Asking the Right Question

To get the most from your data (and collect the data you really need), understand what you are asking for.

Podcasts

Creative Intelligence Podcast Cover Art

Creative Intelligence

Through expert conversations, this series explores what it takes for individuals and organizations to adapt, innovate, and thrive in the age of intelligent tools and emerging technologies.

An illustration of a mechanical head composed of gears and devices, with scales of justice, suggesting the theme of accountable AI. The text ``The Road to Accountable AI`` is prominently displayed.

The Road to Accountable AI

Join Professor Kevin Werbach for expert interviews on how AI is being implemented responsibly and ethically across industries. Discover how leaders are shaping the future of accountable AI.

Where AI Works Podcast

Where AI Works

Explore how AI is transforming the workplace through real-world insights, research, and conversations with industry leaders—hosted by Professor Kartik Hosanagar in collaboration with Accenture.

Executive Education for Professionals

Generative AI and Business Transformation

Dissect the technology, platforms, and large language models of generative AI and identify opportunities for strategic and practical business applications.

Strategies for Accountable AI

A comprehensive roadmap for effective AI oversight, enabling you to implement or modify systems and processes so they are responsible, safe, trustworthy, ethical, and legally compliant.

Analytics for Strategic Growth: AI, Smart Data, and Customer Insights

An insider’s perspective on analytics, showing you how to leverage your data to transform existing business practices.

Business Model Innovation in the Age of AI

Uncover potential innovations that range from simple but highly effective adjustments to industry-disrupting changes that are difficult or even impossible to copy.

AI in Marketing: Creating Customer Value in an AI-Driven Enterprise

Learn how artificial intelligence elevates every stage of value creation — including insight generation, implementation, and a stronger focus on empirical decision making — driving smarter strategy, stronger customer connections, and measurable business impact.

On-Demand Tutorials

Follow along with our on-demand tutorial videos and articles, taking a step-by-step journey towards learning a new skill. By the end of these tutorials, you’ll have a finished product that you can reference for your future projects.
Using ChatGPT for Data Analysis – This three-part series with Brandon Krakowsky, Director of Data Science and Research at the Wharton AI & Analytics Initiative, gets you up to speed on performing data analysis with ChatGPT.
This four-part series from Ginny Ulichney, Research Analyst at the Wharton AI & Analytics Initiative, examines a wide range of functionalities and techniques using the programming language R, considering a variety of experience levels.

Technical Workshop Library

How to Create Custom GPTs with Jaden Dicopoulos, Associate Director of AI & Education, WAIAI
Master the OpenAI API with Jaden Dicopoulos, Data Scientist & AI Specialist, WAIAI
The Nuances of Effective Communication with AI with Jaden Dicopoulos, Data Scientist & AI Specialist, WAIAI
A/B Testing in Practice with Leemay Nassery, Engineering Leader, Spotify
Intro to R for Business Analytics with Jamie Samper, Associate Director of Data Computing & Research Support, WAIAI
Intro to Statistical Modeling in R with Jamie Samper, Associate Director of Data Computing & Research Support, WAIAI
Mastering Data Visualization with Jamie Samper, Associate Director of Data Computing & Research Support, WAIAI
Data Science for Managers with Meta’s Ross Hochwert
Learn how to conduct online controlled A/B testing for digital products with Spotify’s Leemay Nassery
Learn how to build powerful applications with OpenAI’s natural language processing with Jaden Dicopoulos, Data Scientist & AI Specialist, WAIAI
Enhance the way you conduct research and deliver results through storytelling with Jamie Samper, Associate Director of Data Computing & Research Support, WAIAI
Embark on a comprehensive journey exploring the integration of AI into coding practices with Jaden Dicopoulos, Data Scientist & AI Specialist, WAIAI