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  • September 2021 (Revised March 2024)
  • Case

Bühler: Mobilizing Industry around a Common Purpose

By: Ranjay Gulati, Franz Wohlgezogen and Malini Sen
Bühler Group, a Swiss multinational processing technology provider, started by selling machines for processing grains and later transitioned into selling food processing solutions. A family-owned business in the fifth generation, Bühler’s high-end milling, grinding,... View Details
Keywords: Family Business; Customer Focus and Relationships; Machinery and Machining; Corporate Social Responsibility and Impact; Mission and Purpose; Innovation Leadership; Switzerland
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Gulati, Ranjay, Franz Wohlgezogen, and Malini Sen. "Bühler: Mobilizing Industry around a Common Purpose." Harvard Business School Case 822-001, September 2021. (Revised March 2024.)
  • 18 Dec 2015
  • News

Trucks stop, but Putin rolls on

  • 20 May 2014
  • News

The Capitalist’s Dilemma

  • May 1998
  • Case

Integral Vision Ltd. (A)

A stop-action simulation case takes participants through the process whereby four people (three young entrepreneurs and an investor) take a machine vision company from start-up to acquisition by a major publicly-traded company. Over several years, they have to... View Details
Keywords: Negotiation; Business Growth and Maturation; Acquisition; Business Startups
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Robinson, Robert J., and Lisa J. Chadderdon. "Integral Vision Ltd. (A)." Harvard Business School Case 898-248, May 1998.
  • September 2014 (Revised March 2022)
  • Case

Samuel Colt: An American Gun Maker

By: Tom Nicholas and Casey Verkamp
Samuel Colt not only perfected and patented the technology for a gun that could fire multiple times without reloading, but he also developed and applied early principles of mass production more completely than anyone had done before. Until the nineteenth century,... View Details
Keywords: Technological Innovation; Product Positioning; Machinery and Machining; Production; Independent Innovation and Invention; Manufacturing Industry; United States
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Nicholas, Tom, and Casey Verkamp. "Samuel Colt: An American Gun Maker." Harvard Business School Case 815-061, September 2014. (Revised March 2022.)

    Debora L. Spar

    Debora Spar is the Jaime and Josefina Chua Tiampo Professor of Business Administration at Harvard Business School and Senior Associate Dean for Business and Global Society. Her current research focuses on issues of gender and technology, and the interplay between... View Details

    Keywords: biotechnology; broadcasting; communications; entertainment; federal government; health care; information; internet; music; pharmaceuticals
    • 2023
    • Working Paper

    Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

    By: Daniel Yue, Paul Hamilton and Iavor Bojinov
    Predictive model development is understudied despite its centrality in modern artificial intelligence and machine learning business applications. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms)... View Details
    Keywords: Analytics and Data Science
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    Yue, Daniel, Paul Hamilton, and Iavor Bojinov. "Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development." Harvard Business School Working Paper, No. 23-029, December 2022. (Revised April 2023.)

      Srikant M. Datar

      Srikant M. Datar became the eleventh dean of Harvard Business School on 1 January 2021. During his tenure as a faculty member, he served as Senior Associate Dean for University Affairs (including Faculty Chair of the Harvard Innovation Lab), for Research, for... View Details

      Keywords: accounting industry; airline; automobiles; banking; biotechnology; communications; consumer products; e-commerce industry; health care; high technology; investment banking industry; management consulting; manufacturing; pharmaceuticals; venture capital industry
      • March 1989 (Revised March 1999)
      • Case

      Metabo GmbH & Co. KG

      By: Robert S. Kaplan
      A privately owned German power tool company was dissatisfied with its existing cost system. The system could not produce timely accurate reports on cost center operations, and newly purchased automated machines were attracting large overhead costs. A new, highly... View Details
      Keywords: Activity Based Costing and Management; Cost; Budgets and Budgeting; Capital Budgeting; Cost Management; Reports; Private Ownership; Business or Company Management; Consumer Products Industry; Germany
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      Kaplan, Robert S. "Metabo GmbH & Co. KG." Harvard Business School Case 189-146, March 1989. (Revised March 1999.)
      • 19 Aug 2022
      • Blog Post

      Climate Stories Episode #8: The Role of Solar and Wind Farming (and Other Tools) in the United States’ Clean Energy Future

      energy projects, Diana is equally stimulated and frustrated by the challenges of slowing climate change, before it’s too late.* “The U.S. electric grid is the largest machine on the planet. Our grid is... View Details

        Tsedal Neeley

        Tsedal Neeley is the Naylor Fitzhugh Professor of Business Administration, Senior Associate Dean of Faculty Development and Research, and Faculty Chair of the Christensen Center for Teaching... View Details

        • 2023
        • Article

        Provable Detection of Propagating Sampling Bias in Prediction Models

        By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill
        With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider... View Details
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        Ravishankar, Pavan, Qingyu Mo, Edward McFowland III, and Daniel B. Neill. "Provable Detection of Propagating Sampling Bias in Prediction Models." Proceedings of the AAAI Conference on Artificial Intelligence 37, no. 8 (2023): 9562–9569. (Presented at the 37th AAAI Conference on Artificial Intelligence (2/7/23-2/14/23) in Washington, DC.)

          Zhongming Jiang

          Zhongming Jiang is a first-year Ph.D. student in Marketing (Quantitative) at Harvard Business School. His research focuses on developing methodologies for Customer Relationship Management (CRM) that enable personalized interventions, dynamic customer... View Details

          • August 1995 (Revised July 1997)
          • Background Note

          Capacity Analysis: Sample Problems

          Three examples of capacity analysis are provided. Calculations for cycle time, manufacturing lead times, capacities, labor cost, labor content, and utilization are performed for three different types of processes: a bread-making process with two independent lines; a... View Details
          Keywords: Analysis; Performance Capacity
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          Gray, Ann E., and James Leonard. "Capacity Analysis: Sample Problems." Harvard Business School Background Note 696-058, August 1995. (Revised July 1997.)
          • August 2020 (Revised February 2021)
          • Case

          Luckin Coffee (A): Caffeine-fueled Growth?

          By: Ramon Casadesus-Masanell and Karen Elterman
          This case describes the founding of Chinese coffee chain Luckin Coffee in 2017 and its path to surpassing Starbucks as the largest coffee chain in China (by number of stores) in 2019. Unlike Starbucks stores, which were designed to be welcoming “third places” for... View Details
          Keywords: Business Model; Business Earnings; Cost; Cost Management; Financial Statements; Financial Condition; Financial Management; Stocks; Profit; Revenue; Price; Food; Business History; Employment; Brands and Branding; Product Positioning; Marketing Strategy; Business Strategy; Expansion; Competitive Strategy; Food and Beverage Industry; Technology Industry; Asia; China
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          Casadesus-Masanell, Ramon, and Karen Elterman. "Luckin Coffee (A): Caffeine-fueled Growth?" Harvard Business School Case 721-370, August 2020. (Revised February 2021.)
          • November 2018
          • Case

          Yatooq: Longing for Arabic Coffee

          By: Mark Roberge, Gamze Yucaoglu and Samer Al-Rachedy
          As one of the few female entrepreneurs in Saudi Arabia, Lateefa Alwaalan had been trying to produce the perfect cup of Arabic coffee for over a decade. In 2007, she began testing various coffee blends, which she later branded Yatooq, the Arabic word for “craving” or... View Details
          Keywords: Entrepreneurial Sales; Entrepreneurial Selling; Entrepreneurial Marketing; Barrier To Entry; Business Start-ups; Yatooq; Entrepreneurship; Private Sector; For-Profit Firms; Business Strategy; Patents; Business Startups; Strategic Planning; Competitive Strategy; Adaptation; Corporate Entrepreneurship; Corporate Strategy; Food and Beverage Industry; Saudi Arabia; Asia
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          Roberge, Mark, Gamze Yucaoglu, and Samer Al-Rachedy. "Yatooq: Longing for Arabic Coffee." Harvard Business School Case 819-075, November 2018.
          • 28 Apr 2015
          • News

          Data Science Contest “Keeping it Fresh”: Predict Restaurant Health Scores

          • April 2023 (Revised February 2024)
          • Case

          AI Wars

          By: Andy Wu, Matt Higgins, Miaomiao Zhang and Hang Jiang
          In February 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. Over a year ago, OpenAI released ChatGPT, a... View Details
          Keywords: AI; Artificial Intelligence; AI and Machine Learning; Technology Adoption; Competitive Strategy; Technological Innovation
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          Wu, Andy, Matt Higgins, Miaomiao Zhang, and Hang Jiang. "AI Wars." Harvard Business School Case 723-434, April 2023. (Revised February 2024.)
          • August 2017 (Revised July 2019)
          • Case

          GROW: Using Artificial Intelligence to Screen Human Intelligence

          By: Ethan Bernstein, Paul McKinnon and Paul Yarabe
          Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details
          Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Financial Services Industry; Air Transportation Industry; Advertising Industry; Manufacturing Industry; Technology Industry; Japan
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          Bernstein, Ethan, Paul McKinnon, and Paul Yarabe. "GROW: Using Artificial Intelligence to Screen Human Intelligence." Harvard Business School Case 418-020, August 2017. (Revised July 2019.)
          • February 2023 (Revised March 2025)
          • Case

          Graphic Packaging: Project Cowboy (A)

          By: Benjamin C. Esty and E. Scott Mayfield
          In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details
          Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Manufacturing Industry; United States; North America
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          Esty, Benjamin C., and E. Scott Mayfield. "Graphic Packaging: Project Cowboy (A)." Harvard Business School Case 223-009, February 2023. (Revised March 2025.)
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