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May 2025
Teaching Note

The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation

By: Tsedal Neeley

Teaching Note for HBS Case No. 425-720. Florian Hillen, co-founder and CEO of VideaHealth, a startup using artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. This AI factory,... View Details

Keywords: Diagnostics; Organization Design; Change Management; Disruption; Transformation; Health Care and Treatment; AI and Machine Learning; Technological Innovation; Technology Adoption; Management Style; Organizational Culture; Success; Technology Industry; Technology Industry; United States

Article

Financing Innovation

By: William R. Kerr and Ramana Nanda

We review the recent literature on the financing of innovation, inclusive of large companies and new startups. This research strand has been very active over the past five years, generating important new findings, questioning some long-held beliefs, and creating its... View Details

Keywords: Entrepreneurship; Borrowing and Debt; Innovation and Invention

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July 2002 (Revised October 2002)
Case

Taj Hotel Group

By: Thomas J. DeLong and Vineeta Vijayaraghavan

R.K. Krishna Kumar, managing director and head of Taj Hotel Group, has to decide whether to reexamine a promotion decision. In an attempt to deliver a level of service quality that met global standards at the Indian hotel chain, Kumar had introduced new personnel... View Details

Keywords: Decision Making; Human Resources; Leadership Development; Management Teams; Organizational Culture; Alignment; India

2024
Working Paper

Advancing Personalization: How to Experiment, Learn & Optimize

By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer

Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details

Keywords: Personalization; Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; AI and Machine Learning

May 2024
Teaching Note

AI Wars

By: Andy Wu and Matt Higgins

Teaching Note for HBS Case No. 723-434. In 2024, the world was looking to Google to see what the search giant and long-time putative technical leader in artificial intelligence (AI) would do to compete in the massively hyped technology of generative AI popularized over... View Details

Keywords: AI; Trends; AI and Machine Learning; Public Opinion; Technological Innovation; Competitive Advantage; Technology Industry

Forthcoming
Article

Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

By: Annamaria Conti, Christian Peukert and Maria P. Roche

We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details

Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy

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March 2021 (Revised June 2022)
Case

James Bryant Conant: Changing the World

By: Robert Simons and Shirley Sun

This case traces the rise of James Conant from a working-class neighborhood in Boston to president of Harvard University. The case describes how Conant, as a young man interested in chemistry and physics, embarks on studies to build his academic credentials and the... View Details

Keywords: Education; Science; Higher Education; Mission and Purpose; Research; Values and Beliefs; Personal Characteristics; Work-Life Balance; Personal Development and Career; Education Industry; Boston

Trevor Fetter

Trevor Fetter is a Senior Lecturer and the Henry B. Arthur Fellow at Harvard Business School, where he has been on the faculty since 2019. He teaches two MBA required courses: Financial Reporting and Control and Leadership and Corporate Accountability. He has also... View Details

June 2020 (Revised August 2020)
Case

Majid Al Futtaim Retail Geographic Expansion: Brick or Click?

By: Juan Alcácer and Alpana Thapar

This case illustrates the challenges that retailers face when they aggressively pursue geographical growth by expanding both their physical store network and their online presence. It features Majid Al Futtaim (MAF) Retail, a franchisee of Carrefour hypermarkets in the... View Details

Keywords: Stores; Ecommerce; Strategy; Expansion; Geographic Location; Decision Making; Internet and the Web; Digital Transformation; E-commerce; Retail Industry; Middle East

07 Nov 2016
HBS Seminar

Vishal Gaur, Johnson, Cornell University

June 2015 (Revised January 2017)
Case

Epistar and the Global LED Market

By: Willy C. Shih, Chen-Fu Chien and Hung-Kai Wang

It took BJ Lee many years to learn how to navigate the patent minefield that was the global LED industry. When his company was first spun off from the Industrial Technology Research Institute in Taiwan, he thought the essence of a good IP strategy was to develop a... View Details

Keywords: Intellectual Property Management; Patenting; Patent Litigation; Intellectual Property; Patents; Electronics Industry; Semiconductor Industry; Asia; United States; Japan; Taiwan

January 2018
Supplement

Blue Harbour's Activism at Babcock & Wilcox (B)

By: Suraj Srinivasan and Quinn Pitcher

Follow-up case detailing the changes and performance upswing at BWX Technologies after hedge fund Blue Harbour Group's investment and when the fund’s Managing Director Robb LeMasters (MBA’05) joined its board of directors. View Details

Keywords: Investment Activism; Organizational Change and Adaptation; Energy Industry; Construction Industry; United States

April 2022 (Revised May 2022)
Case

Mastercard Labs (A)

By: Linda A. Hill, Sunil Gupta, Emily Tedards and Julia Kelley

When Ajaypal (Ajay) Banga became the CEO of Mastercard in 2010, he shifted the company’s competitive focus from card networks to cash itself. Mastercard’s new vision of a “World Beyond Cash” distilled into a three-pronged framework: Grow the core business, Diversify... View Details

Research Summary

Overview

By: Kyle R. Myers

Professor Myers studies the economics of what determines the rate and direction of innovation. He has examined the reallocation of scientists through the use of targeted research grants at the National Institutes of Health, and is working to further understand how... View Details

May 2021
Case

Roku 2021

By: David B. Yoffie and Daniel Fisher

This case is used to explore the strategic concept of "look forward, reason back." Roku in 2021 is trying to figure out the future of television and streaming media. Students are asked to provide a vision for television and streaming media (that is, Look Forward) by... View Details

Keywords: Television Entertainment; Forecasting and Prediction; Decision Choices and Conditions; Strategy; Strategic Planning; Media and Broadcasting Industry

October 2010 (Revised December 2015)
Supplement

Toyota Motor Corporation: 1990-2010

By: Roy D. Shapiro and Stephanie van Sice

This case follows Toyota's remarkable growth and geographic expansion from 1990 to 2010 and, in the recalls of 2009 and 2010, poses questions about the impact of that growth. Issues of increasing technological complexity also play a part. View Details

Keywords: Growth and Development; Problems and Challenges; Expansion; Complexity; Technology; Auto Industry

2022
Working Paper

Consumer Reviews and Regulation: Evidence from NYC Restaurants

By: Chiara Farronato and Georgios Zervas

We investigate the informativeness of hygiene signals in online reviews, and their effect on consumer choice and restaurant hygiene. We first extract signals of hygiene from Yelp. Among all dimensions that regulators monitor through mandated restaurant inspections, we... View Details

Keywords: Restaurants; Reviews; Hygiene; Yelp; Regulation; Food; Governing Rules, Regulations, and Reforms; Consumer Behavior

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June 2005
Article

Compensatory Transfers in Two-Player Decision Problems

By: Jerry R. Green

This paper presents an axiomatic characterization of a family of solutions to two-player quasi-linear social choice problems. In these problems the players select a single action from a set available to them. They may also transfer money between... View Details

Keywords: Bargaining; Cost Allocation; Decision Making

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25 Mar 2022
Video

Omobola Johnson

Omobola Johnson, the former Minister of Communication Technology in Nigeria, emphasizes the importance of local content development and ICT skill capacitation in response to the burgeoning tech industry in Nigeria. View Details

July 2018 (Revised August 2018)
Case

Project Helios: Harvesting the Sun

By: Mark Egan and E. Scott Mayfield

Aware of the impact that modern society was having on the environment, Ashley Telkes had always tried to be cognizant of her own impact on the environment and to take reasonable steps to mitigate her own effects. Having already implemented a number of passive measures... View Details

Keywords: Renewable Energy; Personal Finance; Decision Making; Environmental Sustainability

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