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AI@CBS

Leading through intelligence—both human and artificial—at Columbia Business School.

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Committed to the Future of Artificial Intelligence

Through cutting-edge curricular innovation, our MBA, Executive MBA, MS, and PhD programs introduce new courses and research that seamlessly integrate AI into the student experience. From exploring the impact of AI across industries to developing hands-on experience with the latest tools, students can build confidence in using the latest tech in their chosen fields.

AI plays a critical role in the rapidly evolving modern workplace, and with a curriculum that emphasizes its societal and business implications, students can fully prepare to lead in this rapidly evolving landscape. Explore how our students, faculty, centers and programs are engaging with AI at Columbia Business School.

AI at Columbia Business School logo in blue lowercase letters with a plus above the i.

Latest on AI@CBS

Algorithms, Analytics, Artificial Intelligence, Business and Society, Business Economics and Public Policy, Data and Business Analytics, AI and Transformative Tech, Digital IQ, Finance, Marketing, Marketplace
Date
April 17, 2025
Close-up computer monitor with trading software
Algorithms, Analytics, Artificial Intelligence, Business and Society, Business Economics and Public Policy, Data and Business Analytics, AI and Transformative Tech, Digital IQ, Finance, Marketing, Marketplace

Designing Smarter Economic Systems: A New Approach to Mechanism Design

Award-winning research from Professor Laura Doval tackles the “limited commitment” problem in economics, offering a model that helps governments and firms adjust rules and strategies based on new information over time.
  • Read more about Designing Smarter Economic Systems: A New Approach to Mechanism Design about Designing Smarter Economic Systems: A New Approach to Mechanism Design
Artificial Intelligence, Business and Society, Climate and Policy, Climate and Solutions, Climate and Technology, Future of Work, Leadership
Date
April 11, 2025
McKinsey’s Eric Kutcher
Artificial Intelligence, Business and Society, Climate and Policy, Climate and Solutions, Climate and Technology, Future of Work, Leadership

McKinsey’s Eric Kutcher on AI, Management Strategy, and Climate Innovation

During a recent Distinguished Speakers Series event, the Senior Partner and Chair of North America at McKinsey shared leadership insights on AI business strategy, climate innovation, and the future of work.
  • Read more about McKinsey’s Eric Kutcher on AI, Management Strategy, and Climate Innovation about McKinsey’s Eric Kutcher on AI, Management Strategy, and Climate Innovation
Artificial Intelligence, Data and Business Analytics, Data/Big Data, AI and Transformative Tech, Digital IQ, Marketing, Technology
Date
April 08, 2025
A woman shopping in a grocery store
Artificial Intelligence, Data and Business Analytics, Data/Big Data, AI and Transformative Tech, Digital IQ, Marketing, Technology

How Gen AI Is Transforming Market Research

The technology provides faster, cheaper, and scalable ways to gather data and generate insights. In this article, Professor Olivier Toubia and his co-researchers offer a guide to the most promising opportunities.
  • Read more about How Gen AI Is Transforming Market Research about How Gen AI Is Transforming Market Research
Artificial Intelligence, Business and Society, Leadership, Organizations, The Workplace
Date
March 21, 2025
Walmart Chief People Officer Donna Morris, left, with Professor Stephan Meier
Artificial Intelligence, Business and Society, Leadership, Organizations, The Workplace

Walmart’s Donna Morris on Building High-Performing Teams in the Age of AI

During a conversation hosted by Columbia Business School’s Distinguished Speaker Series, the multinational retailer’s Chief People Officer shared how leaders can use AI and people-first strategies to drive workplace innovation and resilience.
  • Read more about Walmart’s Donna Morris on Building High-Performing Teams in the Age of AI about Walmart’s Donna Morris on Building High-Performing Teams in the Age of AI
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Faculty Perspectives on AI
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Using AI to Enhance Human Motivation

Columbia Business School Professor Stephan Meier explains how leaders can calm AI-related concerns, while also creating value.

Quick Takes

  • AI can boost productivity and work-life balance through efficiency, but presents an equality paradox - potentially leveling the playing field or concentrating benefits among few while reducing overall jobs.
  • Future leaders (today's students) will determine AI's ultimate societal impact, making their understanding of these technologies crucial.
Watch the Video
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How to Leverage AI in the Workplace

Columbia Business School Professor Olivier Toubia shares the many upsides – and downsides – of AI in the workplace.

Quick Takes

  • Generative AI has dual potential - it can increase productivity and improve work-life balance while leveling the playing field, but could also increase inequality by limiting jobs to a select few and reducing overall opportunities.
  • The ultimate impact of AI on society and business will be determined by future leaders, making it critical for today's students to understand AI as they will shape its societal effects.
Watch the Video
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Using Generative AI to Change Your Mindset

Ashli Carter, a lecturer at Columbia Business School, explains one of the ways she uses AI to help students build resilience.

Quick Takes

  • AI text-to-image generation helps people visualize their "inner critic" as a tool for negotiating with their mindset.
  • AI visualization processes can create mental states more conducive to achieving personal goals.
Watch the Video
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How AI is Breaking Barriers in Business

Columbia Business School Professor Omar Besbes explains how AI is democratizing workplace productivity.

Quick Takes

  • AI will significantly enhance human productivity across various areas while potentially decreasing barriers to entry in multiple industries.
  • Chatbots and AI systems are democratizing access to resources while simultaneously putting the art of asking good questions and follow-up questions back at center stage.
Watch the Video
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AI@CBS In The Classroom
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AI Tools

AI is integrated into our courses in ways that support student’s projects and inspire rich class discussions. Tools like ChatGPT are used to assist in breaking down complex research techniques, run business simulations, visualize data in real time, and to show students to think in new ways and explore innovative solutions.

View Available AI Tools at CBS
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Courses

At Columbia Business School, we introduce you to the methods and tools that organizations around the world use to leverage data and artificial intelligence. You will learn how these techniques work, and how to use them. The curriculum spans everything from basic data analysis to generative AI, and contains classes suitable for all skill levels.

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Resources

Generative artificial intelligence (AI) is reshaping industries worldwide, and higher education is no exception. Much like other transformative innovations before it, AI-powered language models have introduced new opportunities and challenges, changing the way students learn and how instructors teach.

Samberg Institute

At Columbia Business School, the Arthur J. Samberg Institute for Teaching Excellence serves as a guiding force in this ongoing transformation, equipping faculty with the knowledge, tools, and strategies they need to leverage generative AI for effective teaching.

View their website

Digital Future Initiative

The Digital Future Initiative focuses Columbia Business School’s world-class research and teaching on how technology is altering all industries and the fabric of daily life.

View their website

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Career Strategy

AI is changing the way we work, and the Career Management Center (Careers) at Columbia Business School has organized numerous AI-focused events and introduced AI-powered tools to help students and alumni adapt to these changes and achieve their long-term professional goals.

View AI@CBS Careers

Upcoming AI Events

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Faculty and AI Research
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AI@CBS Faculty

Dan Wang

Dan Wang

Lambert Family Professor of Social Enterprise in the Faculty of Business
Management Division
Co-Director of the Tamer Institute for Social Enterprise and Climate Change
Tamer Institute for Social Enterprise and Climate Change
Gita Johar

Gita Johar

Meyer Feldberg Professor of Business
Marketing Division
Daniel Guetta

Daniel Guetta

Associate Professor of Professional Practice
Decision, Risk, and Operations Division
Director
Center for Pricing and Revenue Management and Business Analytics Initiative
Photo of Professor Carri Chan

Carri Chan

John A. Howard Professor of Business
Decision, Risk, and Operations Division
Faculty Director Healthcare and Pharmaceutical Management Program
Healthcare and Pharmaceutical Management Program
Oded Netzer

Oded Netzer

Arthur J. Samberg Professor of Business
Marketing Division
Vice Dean for Research
Dean's Office
A. Carter

Ashli Carter

Lecturer in the Discipline of Management in the Faculty of Business
Management Division
Omar Besbes

Omar Besbes

Vikram S. Pandit Professor of Business
Decision, Risk, and Operations Division

Latest AI Research

State Dependent Jump Models: How Do U.S. Equity Markets Jump?

Authors
Michael Johannes, Rohit Kumar, and Nicholas Polson
Date
September 1, 1999
Format
Working Paper

This paper introduces a class of state dependent jump (SDJ) models in which the arrival intensity and jump sizes depend on a given set of state variables, including lagged jumps. With this model, we investigate the structure of jumps to U.S. equity indices, concentrating on the predictability of jumps times if found for all of the indices considered: Standard and Poor's 500 and Mid-Cap, the Russell 1000, 2000, and 3000 indices, the Wilshire 5000 and the Nasdaq 100 (NDX).

Read More about State Dependent Jump Models: How Do U.S. Equity Markets Jump?

When and How Is the Internet Likely to Decrease Price Competition?

Authors
R. Lal and Miklos Sarvary
Date
April 1, 1999
Format
Journal Article
Journal
Marketing Science

Marketers all over the world agree that the Internet will have a major impact on the way firms do business. What changes will exactly occur, however, is hard to predict as the Internet is in a phase of rapid growth and constant change. Patterns are difficult to isolate, especially since despite its explosive growth, today, the Net is still in its infancy, only being available to a small proportion of people. In spite of this general lack of reliable patterns, one consensus among managers seems to be that the Internet is likely to intensify price competition.

Read More about When and How Is the Internet Likely to Decrease Price Competition?

Knowledge Management and Competition in the Consulting Industry

Authors
Miklos Sarvary
Date
January 1, 1999
Format
Journal Article
Journal
California Management Review

This article analyzes how Knowledge Management (KM) is likely to affect competition in the management consulting industry. KM represents a fundamental and qualitative change in this industry's basic production technology. Because management consultants acquire information directly from their customers, for these firms, KM technology exhibits increasing returns to scale. As such, although KM clearly represents an opportunity for some consultants to build a sustainable competitive advantage, it is likely to lead to a shake-out.

Read More about Knowledge Management and Competition in the Consulting Industry

Staged Estimation of International Diffusion Models: An Application to Global Cellular Telephone Adoption

Authors
Marnik Dekimpe, Philip M. Parker, and Miklos Sarvary
Date
January 1, 1998
Format
Journal Article
Journal
Technological Forecasting and Social Change

This article proposes a method that overcomes a number of problems associated with new product diffusion models noted in the marketing literature. We illustrate the methodology in the context of better understanding global variances in new product adoption. Building on existing diffusion models and sample matching principles from international consumer research, we suggest a "staged estimation procedure." The procedure provides both sensible and robust estimates and remains usable even if the diffusion process is in its earliest stage in most or all countries.

Read More about Staged Estimation of International Diffusion Models: An Application to Global Cellular Telephone Adoption

The Boundaryless Organization Field Guide: Practical Tools for Building the New Organization

Authors
R. Ashkenas, Todd Jick, D. Ulrich, and C. Paul-Chowdhury
Date
January 1, 1998
Format
Book
Publisher
Jossey-Bass

In The Boundaryless Organization, a world-class team of management experts showed how leading companies were becoming more flexible, innovative, and competitive by breaking the barriers that limit the free flow of resources and information. Now, The Boundaryless Organization Field Guide gives executives, managers, and HR professionals the guidance and resources they need to make their own organizations boundaryless. This hands-on kit includes materials based on the acclaimed WorkOut process initiated at General Electric.

Read More about The Boundaryless Organization Field Guide: Practical Tools for Building the New Organization

Formulating Dynamic Strategies Using Decision Calculus

Authors
Philip M. Parker and Miklos Sarvary
Date
January 1, 1997
Format
Journal Article
Journal
European Journal of Operational Research

This paper presents an applied methodology to assist managers in strategically setting prices and allocating resources over the product, brand, or adoption (diffusion) life cycle. While substantial theoretical work has been achieved in this area in the management science and operations research disciplines, approaches which can be implemented as managerial tools are generally lacking.

Read More about Formulating Dynamic Strategies Using Decision Calculus

Marketing Information: A Competitive Analysis

Authors
Miklos Sarvary and Philip M. Parker
Date
January 1, 1997
Format
Journal Article
Journal
Marketing Science

Selling information that is later used in decision making constitutes an increasingly important business in modem economies (Jensen 1991). Information is sold under a large variety of forms: industry reports, consulting services, database access, and/or professional opinions given by medical, engineering, accounting/ financial, and legal professionals, among others.

Read More about Marketing Information: A Competitive Analysis

The Signalling Impact of Low Introductory Price on Perceived Quality and Trial

Authors
N. Dawar and Miklos Sarvary
Date
January 1, 1997
Format
Journal Article
Journal
Marketing Letters
Read More about The Signalling Impact of Low Introductory Price on Perceived Quality and Trial

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View More of our AI@CBS Faculty & Research
AI Faculty In the News
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strategy+business
November 17, 2022

In a data-led world, intuition still matters

A new book argues the best decision makers combine good data with their own good judgment.

Mentioned Faculty

Oded Netzer

Oded Netzer

Arthur J. Samberg Professor of Business
Marketing Division
Vice Dean for Research
Dean's Office
Paul Magnone

Paul Magnone

Adjunct Professor of Business
Marketing Division
Photo of Christopher Frank

Christopher Frank

Adjunct Professor of Business
Marketing Division
Big Think
October 6, 2022

Great leaders ask great questions: Here are 3 steps to up your questioning game.

Questioning isn't just a way to get the right answer — it's also a means for sustaining relationships and creative thinking. Key Takeaways At one level, questioning helps people engage with others and accumulate knowledge from them.  But questioning can also help us nurture cultures of inclusion and inquisitiveness.  To do so, we must recognize the different categories of questions, when to use them, and how to listen effectively.

Mentioned Faculty

Oded Netzer

Oded Netzer

Arthur J. Samberg Professor of Business
Marketing Division
Vice Dean for Research
Dean's Office
Photo of Christopher Frank

Christopher Frank

Adjunct Professor of Business
Marketing Division
Paul Magnone

Paul Magnone

Adjunct Professor of Business
Marketing Division
Yahoo! Finance
May 4, 2022

This 'Rater' Gets Paid $10 an Hour to Teach Google's Algorithm - and He's Not Alone

Highlighted by Columbia Business School, this media piece showcases Topics and Areas of Expertise about our esteemed faculty. The content is specifically curated from the publication that showcased the mentioned faculty and/or research, emphasizing its contributions in various fields. The featured Topics and Areas of Expertise reflects the school's commitment to sharing valuable insights and knowledge.

Mentioned Faculty

Eli Noam

Eli Noam

Special Research Scholar in the Faculty of Business
Economics Division
Director
Columbia Institute for Tele-Information
The Los Angeles Times
November 3, 2021

Zillow Just Gave up on Ibuying. What's the Deal with the Algorithmic Home Sales?

Highlighted by Columbia Business School, this media piece showcases Topics and Areas of Expertise about our esteemed faculty. The content is specifically curated from the publication that showcased the mentioned faculty and/or research, emphasizing its contributions in various fields. The featured Topics and Areas of Expertise reflects the school's commitment to sharing valuable insights and knowledge.

Mentioned Faculty

Tomasz Piskorski

Tomasz Piskorski

Edward S. Gordon Professor of Real Estate
Finance Division

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