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      • January–February 2020
      • Article

      Competing in the Age of AI

      By: Marco Iansiti and Karim R. Lakhani
      Today’s markets are being reshaped by a new kind of firm—one in which artificial intelligence (AI) runs the show. This cohort includes giants like Google, Facebook, and Alibaba, and growing businesses such as Wayfair and Ocado. Every time we use their services, the... View Details
      Keywords: Artificial Intelligence; Algorithms; Technological Innovation; Business Model; Competition; Competitive Strategy; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. "Competing in the Age of AI." Harvard Business Review 98, no. 1 (January–February 2020): 60–67.
      • January 2020
      • Case

      Khan Academy 2018 (Abridged)

      By: William A. Sahlman and Nicole Tempest Keller
      Founded in 2008, Khan Academy was a global educational nonprofit with a mission to provide a free, world-class education for anyone anywhere in the world. By 2018, the organization had expanded into numerous content areas, product areas, and geographic markets.... View Details
      Keywords: Entrepreneur; Sustainability; Scaling; Social Entrepreneurship; Nonprofit Organizations; Education; Entrepreneurship; Strategy; Teaching; Education Industry
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      Sahlman, William A., and Nicole Tempest Keller. "Khan Academy 2018 (Abridged)." Harvard Business School Case 820-086, January 2020.
      • 2020
      • Book

      Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World

      By: Marco Iansiti and Karim R. Lakhani
      In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very... View Details
      Keywords: Artificial Intelligence; Technological Innovation; Change; Competition; Strategy; Leadership; Business Processes; Organizational Change and Adaptation; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
      • January–February 2020
      • Article

      Are You Undervaluing Your Customers?: It’s Time to Start Measuring and Managing Their Worth

      By: Rob Markey
      Leaders recognize that they should manage their businesses to maximize the value of the customer base. But too often, earnings pressures result in cost-cutting measures that hurt customers.

      Loyalty-leading companies operate differently. They create systems for... View Details

      Keywords: Customer Experience; Customer Value; Customer Centric Initiative; Customer Focused Organization; Customer Lifetime Value; Customer Focus and Relationships; Customer Value and Value Chain; Operations; Business Strategy
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      Markey, Rob. "Are You Undervaluing Your Customers? It’s Time to Start Measuring and Managing Their Worth." Harvard Business Review 98, no. 1 (January–February 2020): 42–50.
      • December 2019 (Revised June 2021)
      • Case

      Mãe Terra and Unilever (A)

      By: Lynn S. Paine, Ruth Costas and Priscilla Zogbi
      The case concerns the sale of Mãe Terra, one of Brazil's leading brands for packaged organic foods, to the consumer goods giant Unilever in 2017. Working with Unilever management, Mãe Terra’s CEO Alexandre Borges must determine whether and how to keep Mãe Terra's B... View Details
      Keywords: Mergers & Acquisitions; Brand Management; Sustainability; Mergers and Acquisitions; Mission and Purpose; Social Enterprise; Corporate Governance; Governing and Advisory Boards; Environmental Sustainability; Organizational Culture; Food and Beverage Industry; Agriculture and Agribusiness Industry; Brazil; Latin America
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      Paine, Lynn S., Ruth Costas, and Priscilla Zogbi. "Mãe Terra and Unilever (A)." Harvard Business School Case 320-075, December 2019. (Revised June 2021.)
      • November 2019
      • Case

      DeepMap: Charting the Road Ahead for Autonomous Vehicles

      By: Shane Greenstein and Nicole Tempest Keller
      Founded in 2016, DeepMap developed high definition (HD) mapping software and localization services for Level 4+ autonomous vehicles. Traditional navigational maps were accurate to a few meters, which was sufficient for drivers but not for machine-driven vehicles that... View Details
      Keywords: Mapping Software; Autonomous Vehicles; Business Startups; Applications and Software; Technological Innovation; Technology Adoption; Service Delivery; Global Range; Resource Allocation; Strategic Planning; Technology Industry; Auto Industry
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      Greenstein, Shane, and Nicole Tempest Keller. "DeepMap: Charting the Road Ahead for Autonomous Vehicles." Harvard Business School Case 620-047, November 2019.
      • 2019
      • Book

      Operations in an Omnichannel World

      By: Santiago Gallino and Antonio Moreno
      The world of retailing has changed dramatically in the past decade. Sales originating at online channels have been steadily increasing, and even for sales transacted at brick-and-mortar channels, a much larger fraction of sales is affected by online channels in... View Details
      Keywords: Omnichannel; Omnichannel Retail; Retail; Operations; Management; Supply Chain Management; Business Model; Organizational Change and Adaptation
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      Gallino, Santiago, and Antonio Moreno, eds. Operations in an Omnichannel World. Vol. 8, Springer Series in Supply Chain Management. Cham, Switzerland: Springer, 2019.
      • 2019
      • Working Paper

      Intelligent Design of Inclusive Growth Strategies

      By: Robert S. Kaplan, George Serafeim and Eduardo Tugendhat
      Improving corporate engagement with society, as advocated in the Business Roundtable’s 2019 statement, should not be viewed as a zero-sum proposition where attention to new stakeholders detracts from delivering shareholder value. Corporate programs for sustainable and... View Details
      Keywords: Inclusion; Sustainability; Performance Measures; Environmental Sustainability; Social Issues; Strategy; Governance; Corporate Social Responsibility and Impact; Business and Stakeholder Relations
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      Kaplan, Robert S., George Serafeim, and Eduardo Tugendhat. "Intelligent Design of Inclusive Growth Strategies." Harvard Business School Working Paper, No. 20-050, October 2019.
      • October 2019 (Revised August 2022)
      • Case

      Nehemiah Mfg. Co.: Providing a Second Chance

      By: Michael Chu, Brian Trelstad and John Masko
      In 2009, Dan Meyer and Richard Palmer, two veterans of the fast-moving consumer goods (FMCG) industry, founded Nehemiah Manufacturing to build FMCG brands while providing jobs to Cincinnati, Ohio’s beleaguered urban core. Two years later, the pair made their first... View Details
      Keywords: Fast Moving Consumer Goods; Social Entrepreneurship; Retention; Selection and Staffing; Employment; Human Capital; Growth Management; Brands and Branding; Social Marketing; Mission and Purpose; Prejudice and Bias; City; Urban Scope; Consumer Products Industry; Manufacturing Industry; Ohio; United States
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      Chu, Michael, Brian Trelstad, and John Masko. "Nehemiah Mfg. Co.: Providing a Second Chance." Harvard Business School Case 320-008, October 2019. (Revised August 2022.)
      • October 2019 (Revised January 2020)
      • Case

      NewView Capital and Venture Capital Secondaries

      By: Shai Bernstein, Ramana Nanda and Allison Ciechanover
      While still a general partner at Silicon Valley–based New Enterprise Associates (NEA), Ravi Viswanathan considered the challenges presented by evolving market dynamics in the venture capital space. Startups were staying private longer, which led to limited partners... View Details
      Keywords: Venture Capital; Capital Markets; Private Equity; Strategy
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      Bernstein, Shai, Ramana Nanda, and Allison Ciechanover. "NewView Capital and Venture Capital Secondaries." Harvard Business School Case 820-038, October 2019. (Revised January 2020.)
      • September 2019
      • Case

      Starling Trust Sciences: Measuring Trust in Organizations

      By: Aiyesha Dey, Jonas Heese and James Weber
      Stephen Scott needed to decide whether to keep his behavioral analytics startup in the people analytics sector or shift his company into the RegTech sector. Starling had develop technology that enabled its customers to anticipate and shape the behavior of their... View Details
      Keywords: Behavioral Analytics; Financial Institutions; Banks and Banking; Entrepreneurship; Strategy; Banking Industry; Consulting Industry; Information Technology Industry; United States; United Kingdom
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      Dey, Aiyesha, Jonas Heese, and James Weber. "Starling Trust Sciences: Measuring Trust in Organizations." Harvard Business School Case 120-006, September 2019.
      • September 2019
      • Case

      Netflix: A Creative Approach to Culture and Agility

      By: Ranjay Gulati, Allison Ciechanover and Jeff Huizinga
      By 2018, Netflix had been credited for revolutionizing how viewers consumed entertainment—shifting from ad-fueled linear network programming to a highly personalized, on-demand, all-you-can-consume, ad-free model. The company was riding a long wave of revenue and... View Details
      Keywords: Digital Technologies; Streaming; Video On Demand; International Expansion; Leadership; Information Technology; Entrepreneurship; Innovation and Management; Innovation Strategy; Leadership Style; Management Style; Organizational Culture; Entertainment; Media; Change Management; Expansion; Technology Industry; United States
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      Gulati, Ranjay, Allison Ciechanover, and Jeff Huizinga. "Netflix: A Creative Approach to Culture and Agility." Harvard Business School Case 420-055, September 2019.
      • September 2019 (Revised June 2020)
      • Case

      2U: Higher Education Rewired

      By: Yael Grushka-Cockayne and Karim R. Lakhani
      In its 2019 Partner Symposium, 2U, an online program management provider (OPM), showcased its new vision: “Career. Curriculum. Continuum. A construct for lifelong learning in the 21st century.” 2U, founded in 2008 and went public in 2014, was looking to expand beyond... View Details
      Keywords: Digital Innovation; Architectural Innovation; Make V. Buy; Learning; Higher Education; Internet and the Web; Innovation Strategy; Transformation; Digital Transformation
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      Grushka-Cockayne, Yael, and Karim R. Lakhani. "2U: Higher Education Rewired." Harvard Business School Case 620-044, September 2019. (Revised June 2020.)
      • September 2019
      • Case

      Shell: A Company of Opportunity?

      By: Joseph B. Fuller and Emer Moloney
      The Opportunity Hub was a cloud-based platform that enabled managers to market projects they were working on and associated resourcing needs as “Opportunity Owners” and employees, or “Opportunity Seekers,” to browse these statements of need and engage when they had... View Details
      Keywords: Business Divisions; Change Management; Competency and Skills; Experience and Expertise; Talent and Talent Management; Energy; Energy Sources; Non-Renewable Energy; Renewable Energy; Human Resources; Employees; Retention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Jobs and Positions; Job Design and Levels; Knowledge Sharing; Knowledge; Knowledge Use and Leverage; Labor; Human Capital; Labor Unions; Leading Change; Resource Allocation; Organizational Change and Adaptation; Performance Evaluation; Performance Productivity; Strategic Planning; Projects; Motivation and Incentives; Business Strategy; Social and Collaborative Networks; Technology Platform; Chemical Industry; Energy Industry; Information Technology Industry; Technology Industry; United Kingdom; Netherlands
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      Fuller, Joseph B., and Emer Moloney. "Shell: A Company of Opportunity?" Harvard Business School Case 320-025, September 2019.
      • September 2019 (Revised September 2020)
      • Case

      SOFWERX: Innovation at U.S. Special Operations Command (Abridged)

      By: Herman Leonard, Mitch Weiss, Jin Hyun Paik and Kerry Herman
      James "Hondo" Geurts, the Acquisition Executive for U.S. Special Operations Command was in the middle of his Senate confirmation hearing in 2017 to become Assistant Secretary of the Navy for Research, Development and Acquisition. Overseeing acquisitions in one of the... View Details
      Keywords: Open Innovation; Crowdsourcing; Prototyping; Navy; Entrepreneurship; Public Equity; Innovation and Invention; Innovation Leadership; Acquisition; Organizational Change and Adaptation; Public Administration Industry; United States
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      Leonard, Herman, Mitch Weiss, Jin Hyun Paik, and Kerry Herman. "SOFWERX: Innovation at U.S. Special Operations Command (Abridged)." Harvard Business School Case 820-047, September 2019. (Revised September 2020.)
      • 2019
      • Chapter

      Interorganizational Collaboration and Start-Up Innovation

      By: Vikas A. Aggarwal and Andy Wu
      This chapter presents an overview of the literature on collaborative relationships between start-ups and incumbent firms, focusing on the implications of these relationships for start-up innovation and performance. Value creation in such relationships occurs when... View Details
      Keywords: Alliance; Corporate Venture Capital; Complementary Assets; Appropriability; Business Startups; Joint Ventures; Knowledge; Innovation and Invention; Value Creation; Entrepreneurship
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      Aggarwal, Vikas A., and Andy Wu. "Interorganizational Collaboration and Start-Up Innovation." In The Oxford Handbook of Entrepreneurship and Collaboration, edited by Jeffrey J. Reuer, Sharon Matusik, and Jessica F. Jones, 611–627. New York: Oxford University Press, 2019.
      • August 2019
      • Teaching Note

      Back to the Roots

      By: Elizabeth A. Keenan and Leslie K. John
      Email mking@hbs.edu for a courtesy copy.

      This Teaching Note explains the theory of the case and teaching plan for the case: Back to the Roots HBS case No. 518-073. Back to the Roots (BTTR) is a start-up with a... View Details
      Keywords: Organic Food; Startup; Crowdfunding; Sustainability; Transparency; Entrepreneurship; Product Development; Product Marketing; Growth and Development Strategy; Decision Making; Food; Food and Beverage Industry
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      Keenan, Elizabeth A., and Leslie K. John. "Back to the Roots." Harvard Business School Teaching Note 520-028, August 2019. (Email mking@hbs.edu for a courtesy copy.)
      • August 2019 (Revised February 2020)
      • Case

      New Hope Liuhe: Building an Integrated Agri-Food Business

      By: Forest L. Reinhardt, Shu Lin, Natalie Kindred and Nancy Hua Dai
      In October 2018, LIU Chang (Angela), chairman of Beijing-based New Hope Liuhe (NHL), was considering the strategy of the firm. With $9 billion in sales and a presence in nearly 20 countries, NHL was China’s largest animal feed producer and a major pork and poultry... View Details
      Keywords: Strategy; Corporate Strategy; Food; Agribusiness; Expansion; Diversification; Growth Management; Consumer Behavior; Change Management; Entrepreneurship; Organizational Structure; Organizational Change and Adaptation; Government and Politics; Animal-Based Agribusiness; Transformation; Volatility; Business Cycles; Goods and Commodities; Supply Chain; Product; Agriculture and Agribusiness Industry; Food and Beverage Industry; China; Asia
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      Reinhardt, Forest L., Shu Lin, Natalie Kindred, and Nancy Hua Dai. "New Hope Liuhe: Building an Integrated Agri-Food Business." Harvard Business School Case 720-009, August 2019. (Revised February 2020.)
      • August 2019 (Revised April 2021)
      • Case

      Unifying Divisions: Joro's Mission to Preserve the Planet

      By: Shikhar Ghosh and Marilyn Morgan Westner
      The case focuses on the initial startup team and Founders’ agreements. In March 2018, Sanchali Pal proposed renegotiating the informal founders’ agreement and equity split she and her co-founders had drafted the previous spring. They had been working together for over... View Details
      Keywords: Founders' Agreements; Business Startups; Climate Change; Agreements and Arrangements; Conflict Management
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      Ghosh, Shikhar, and Marilyn Morgan Westner. "Unifying Divisions: Joro's Mission to Preserve the Planet." Harvard Business School Case 820-032, August 2019. (Revised April 2021.)
      • 2024
      • Working Paper

      Gastrointestinal Endoscopy--Without Cutting In: Case Histories of Transformational Advances

      By: Amar Bhidé, Srikant M. Datar and Katherine Stebbins
      This case history describes how endoscopy transformed the diagnosis of ulcers, cancerous polyps, and other alimentary canal diseases and enabled “minimally invasive” surgeries to treat such diseases. Specifically, we chronicle how: 1) flexible glass fiber endoscopes... View Details
      Keywords: Health Care and Treatment; Technological Innovation; Innovation Strategy; Technology Adoption; Collaborative Innovation and Invention; Innovation and Invention; Governing Rules, Regulations, and Reforms
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      Bhidé, Amar, Srikant M. Datar, and Katherine Stebbins. "Gastrointestinal Endoscopy--Without Cutting In: Case Histories of Transformational Advances." Harvard Business School Working Paper, No. 20-005, July 2019. (Revised May 2024.)
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