Publications

July 18, 2025
Article

Using Gen AI for Early-Stage Market Research

By: James Brand, Ayelet Israeli and Donald Ngwe

Generative AI, particularly large language models (LLMs), offers a promising new tool for early-stage market research by simulating customer responses to product concepts. This can allow companies to draw conclusions similar to those they’d obtain by survey customers... View Details

Keywords: Large Language Models; Large Language Model; Generative Ai; Artificial Intelligence; Market Research; Research; Marketing; AI and Machine Learning; Analytics and Data Science; Analysis; Customers; Consumer Behavior; Technology Industry; Information Technology Industry

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December 18, 2023
Article

Are Everywhere Stores the New Face of Retail?

By: David R. Bell, Santiago Gallino and Antonio Moreno

Historically, customer engagement and product fulfillment occurred in the same place — a traditional retail store. But today, retailers are beginning to explore how they can create opportunities for customers to engage with products in native environments. A related... View Details

Keywords: Customer Focus and Relationships; Consumer Behavior; Distribution; Logistics; Retail Industry

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March 2006
Case

Cabo San Viejo: Rewarding Loyalty

By: Youngme E. Moon, Gail J. McGovern and Seth Schulman

In 2005, Cabo San Viejo, a premier health and fitness spa resort located in Palm Springs, California, is debating whether to introduce a Customer Rewards Program. Describes the customer management challenges the firm is facing and outlines the various ways in which a... View Details

Keywords: Debates; Customer Relationship Management; Marketing Strategy; Problems and Challenges; Adoption; Value Creation; Health Industry; California

September 2001 (Revised July 2002)
Case

Fraud Prevention at Omni Bank

By: Frances X. Frei and Hanna Rodriguez-Farrar

Omni Bank is undergoing a merger and has two important decisions ahead. First, should it enforce the use of its model-driven approach to interacting with customers at the recently acquired Friends Savings and Loan branches. Friends has a culture of personal touch with... View Details

Keywords: Mergers and Acquisitions; Business Model; Crime and Corruption; Customer Relationship Management; Decisions; Banks and Banking; Banking Industry

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April 2019
Case

Afterpay U.S.: The Omnichannel Dilemma

By: Antonio Moreno, Donald Ngwe and George Gonzalez

In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details

June 2025
Case

TagHive: Edtech Pricing and Distributor Decisions

By: Isamar Troncoso, Frank V. Cespedes and Stacy Straaberg

Education technology (edtech) company TagHive, founded in 2017, used a direct sales team and third-party distributors to sell its Class Saathi hardware and software solution to 300 clients, mainly primary and secondary schools in India. The product aimed to improve... View Details

April 2005 (Revised March 2006)
Case

Henry Walters (A)

By: Paul W. Marshall

Presents a custom program for NFL players. View Details

Keywords: Sports

July–August 2013
Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie

As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details

Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior

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June 2020
Case

Recovering Trust After Corporate Misconduct at Wells Fargo

By: Suraj Srinivasan and Jonah S. Goldberg

The case describes widespread misconduct at Wells Fargo Community Bank in the period leading up to 2017 and the company’s subsequent attempts to improve internal controls, company culture, and corporate governance. The case examines the potential causes of large scale... View Details

Keywords: Corporate Misconduct; Internal Controls; Banks and Banking; Crime and Corruption; Corporate Governance; Organizational Culture; Governance Compliance; Management Systems; Organizational Change and Adaptation; Performance Improvement; Governing and Advisory Boards

21 May 2014
News

Harvard Historian Nancy Koehn On The Cashless Society

01 Oct 2016
News

Why it's misguided for Wells Fargo to ban sales goals after its fraud scandal

22 Dec 2015
News

From blood diamonds to dirty gold: how to buy gold less tainted by mercury

October 2017
Case

The Transformation of Microsoft

By: C. Fritz Foley, E. Scott Mayfield and F. Katelynn Boland

In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower margin. Some of these opportunities... View Details

Keywords: Growth; Corporate Finance; Valuation; Growth Management; Communication Strategy; Transformation; Information Technology Industry; Computer Industry; United States

March 2018
Teaching Note

Augmedix

By: Frank V. Cespedes

Teaching Note for HBS No. 817-048. Augmedix provides a service that live-streams video of patient appointments to a remote scribe, freeing up significant physician time from electronic medical record data-entry tasks. The venture is confronting decisions in areas such... View Details

Keywords: Entrepreneurship; Sales; Management; Marketing Strategy; Growth and Development Strategy; Technology Adoption; Customers; Segmentation; Health Industry; Technology Industry; United States