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August 2018 (Revised October 2019)
Case

C3.ai—Driven to Succeed

By: Robert Simons and George Gonzalez

CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee... View Details

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

November 2017
Case

The Digital Factory – Siemens: Electronic Works Amberg

By: Rajiv Lal and Scott F. Johnson

The Electronic Works Amberg (EWA) was Siemens' most advanced factory. The plant built industrial automation equipment using state-of-the-art manufacturing techniques. Siemens was considering creating a consulting business for its manufacturing clients. Given the EWA's... View Details

Keywords: Siemens; Internet Of Things; Industrie 4.0; Manufacturing; Consulting; Digital Factory; Ewa; Amberg; Electronic Works Amberg; Information Technology; Mobile and Wireless Technology; Applications and Software; Internet and the Web; Production; Manufacturing Industry; Industrial Products Industry; Technology Industry; Germany

August 2017 (Revised December 2018)
Case

Tamarin App: Natural Language Processing

By: Srikant M. Datar and Caitlin N. Bowler

In this case, students explore the challenges of using sentiment analysis to monitor and understand public perception around a software application, Tamarin SEO App. Technical topics include building a filtering classifier using naive Bayes and sentiment analysis This... View Details

Keywords: Data Science; Branding; Data Analytics; Analytics and Data Science; Brands and Branding; Analysis; Perception; Planning

February 2000 (Revised August 2000)
Case

Microsoft Latin America

By: Robert S. Kaplan, Alberto Ballve and Antonio Davila

Mauricio Santillan, regional vice president for the Latin American division of Microsoft, has introduced a new performance measurement system to help his country managers formulate and control strategy. Microsoft Latin America's priorities are rolling out of an... View Details

Keywords: Balanced Scorecard; Applications and Software; Emerging Markets; Crime and Corruption; Motivation and Incentives; Management Skills; Global Strategy; Strategy; Information Technology Industry; Latin America

March 2011
Background Note

Customer Loyalty Schemes in the Retail Sector

By: Jose B. Alvarez and Aldo Sesia

Customer loyalty schemes (or programs) are explicit efforts by retailers to gain long-term patronage from customers. Loyalty schemes are developed for a variety of reasons: to reward loyal customers, to generate more robust information about customer behavior, to... View Details

Keywords: Customer Relationship Management; Consumer Behavior; Business Strategy; Retail Industry; United Kingdom; United States

28 Sep 2015
Research & Ideas

Six Lessons from Mobile Money Ventures in Developing Countries

In many emerging economies, the need to give people in poverty better access to financial services seems obvious. The mobile phone is a perfect vehicle, given their widespread adoption, even among the financially less well off. Designing a profitable solution for an... View Details

Keywords: by Dina Gerdeman; Financial Services; Telecommunications

2014
Working Paper

Hidden Substitutes

By: John William Hatfield and Scott Duke Kominers

In this paper, we show that preferences exhibiting some forms of complementarity in fact have an underlying substitutable structure. Specifically, we show that some preferences that are not substitutable in the setting of many-to-one matching with contracts become... View Details

Keywords: Many-to-One Matching; Many-to-Many Matching; Stability; Substitutes; Matching With Contracts; Slot-Specific Priorities; Sherlock; Market Design; Contracts; Marketplace Matching; Balance and Stability

06 Feb 2018
First Look

First Look at New Research and Ideas: February 6, 2018

management of the pace of technological substitution by providing insights on complementarities between technologies and horizontally differentiated human capital Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=53855 Modeling Oral Business... View Details

2007
Working Paper

Why Do Intermediaries Divert Search?

By: Andrei Hagiu and Bruno Jullien

We analyze the incentives to divert search for an information intermediary who enables buyers (consumers) to search affiliated sellers (stores). We identify two original motives for diverting search (i.e. inducing consumers to search more than they would like): i)... View Details

Keywords: Demand and Consumers; Motivation and Incentives; Internet and the Web; Digital Platforms; Distribution Channels; Business Strategy; Retail Industry

June 1998 (Revised January 2001)
Case

Browser Wars, 1994-1998, The

By: David B. Yoffie and Mary Kwak

Analyzes the competition between Netscape and Microsoft in the market for Web browsers and related products. Despite its first mover advantage, Netscape sees its market share fall once Microsoft becomes "hard-core" about the Internet. By the spring of 1998, the future... View Details

Keywords: Applications and Software; Internet and the Web; Innovation and Management; Growth and Development Strategy; Competition; Supply and Industry; Information Technology Industry

2013
Case

Advanced Leadership Pathways: Laurent Adamowicz and Bon'App

By: Rosabeth M. Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins

After a successful career as Chairman and CEO of Paris-based luxury food company, Fauchon, Laurent Adamowicz, sought to reduce obesity and improve health outcomes. Adamowicz created a mobile application to provide consumers with more accessible and interpretable... View Details

Keywords: Nutritional Information; Obesity; Weight Loss; App Development; Business Startups; Nutrition; Health; Information; Mobile and Wireless Technology; Entrepreneurship; Social Enterprise; Information Technology Industry; Health Industry

Article

MIT Roundtable on Corporate Risk Management

By: Robert C. Merton

Against the backdrop of financial crisis, a distinguished group of academics and practitioners discusses the contribution of financial management and innovation to corporate growth and value, along with the pitfalls and unintended consequences of such innovation.... View Details

Keywords: Financial Crisis; Market Participation; Finance; Innovation and Invention; Growth and Development Strategy; Value; Distribution; Capital Structure; Risk Management; Business Ventures; Business Model; Strategy

Find at Harvard

06 Jun 2017
First Look

First Look at New Research and Ideas: June 6, 2017

forthcoming American Economic Journal: Economic Policy Selection and Market Reallocation: Productivity Gains from Multinational Production By: Alfaro, Laura, and Maggie X. Chen Abstract—Assessing the productivity gains from multinational... View Details

Keywords: Sean Silverthorne

August 2021
Case

Wymsee

By: Julia Austin, Sarah Mehta and Tom Quinn

Wymsee was a company that aimed to develop a mobile application (app) that would allow television audience members to identify and purchase clothing or accessories worn by characters in the program they were watching, with the Wymsee founders taking a percentage of... View Details

Keywords: Business Model; Business Plan; Business Startups; Film Entertainment; Television Entertainment; Technological Innovation; Knowledge Acquisition; Product Positioning; Opportunities; Adaptation; Mobile Technology; Entertainment and Recreation Industry; Motion Pictures and Video Industry; Technology Industry; United States; New York (city, NY)

June 2015 (Revised April 2018)
Case

WeChat: A Global Platform?

By: Willy Shih, Howard Yu and Feng Liu

WeChat was developed by Tencent Holdings as a lightweight messaging platform. As it grew quickly to become the most popular messaging app in China, it added a range of products and services that sat on top that were designed to appeal to a broad range of consumers and... View Details

Keywords: Online Platforms; China; WeChat; Tencent Holdings; Globalization; Internet and the Web; Applications and Software; Digital Platforms; Telecommunications Industry; Information Industry; China

Article

Health App Policy: International Comparison of Nine Countries' Approaches

By: Anna Essén, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens and David W. Bates

An abundant and growing supply of digital health applications (apps) exists in the commercial tech-sector, which can be bewildering for clinicians, patients, and payers. A growing challenge for the health care system is therefore to facilitate the identification of... View Details

Keywords: Digital Health; Apps; Health Care and Treatment; Internet and the Web; Policy; Global Range; Applications and Software

2024
Article

Beyond the 510(k): The Regulation of Novel Moderate-Risk Medical Devices, Intellectual Property Considerations, and Innovation Incentives in the FDA’s De Novo Pathway

By: Mateo Aboy, Cristina Crespo and Ariel Stern

Moderate-risk medical devices constitute 99% of those that have been regulated by the U.S. Food and Drug Administration (FDA) since it gained authority to regulate medical technology nearly five decades ago. This article presents an analysis of the interaction between... View Details

Keywords: Governing Rules, Regulations, and Reforms; Health Care and Treatment; Technology Adoption; Technological Innovation; Safety; Medical Devices and Supplies Industry; United States

09 Sep 2011
Working Paper Summaries

Quantity vs. Quality: Exclusion by Platforms with Network Effects

Keywords: by Andrei Hagiu; Technology

June 2009 (Revised November 2010)
Case

HTC Corp. in 2009

By: David B. Yoffie and Renee Kim

Taiwan-based HTC Corp. had emerged as the world's fourth largest smartphone manufacturer by 2009. CEO Peter Chou was extremely proud of the remarkable achievements his company had made over the last 12 years since starting off as an unknown manufacturer of PDAs for... View Details

Keywords: Global Strategy; Growth and Development Strategy; Brands and Branding; Product Positioning; Competitive Advantage; Mobile Technology; Telecommunications Industry; Taiwan

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