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  • May 2024
  • Teaching Note

AI21 Labs in 2023: Strategy for Generative AI

By: David Yoffie
Teaching Note for HBS Case 724-383. The case has 3 important teaching purposes: First, what are the advantages and disadvantages of imitation? (e.g., Should AI21 imitate OpenAI with a chatbot?) Second, what are the advantages and disadvantages of keeping new technology... View Details
Keywords: AI; Generative Ai; Generative Models; AI and Machine Learning; Innovation Strategy; Growth and Development Strategy; Business Model; Business Startups; Open Source Distribution; Competitive Advantage; Technology Industry; Israel
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Yoffie, David. "AI21 Labs in 2023: Strategy for Generative AI." Harvard Business School Teaching Note 724-461, May 2024.
  • Article

The Evolution of Science-Based Business: Innovating How We Innovate

By: Gary P. Pisano
Science has long been connected to innovation and to business. As early as the late 19th century, chemical companies, realizing the commercial potential of science, created the first industrial research laboratories. During much of the 20th century, large-scale... View Details
Keywords: Entrepreneurship; Governance; Innovation and Management; Risk Management; Research and Development; Science-Based Business; Commercialization
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Pisano, Gary P. "The Evolution of Science-Based Business: Innovating How We Innovate." Special Issue on Management Innovation—Essays in the Spirit of Alfred D. Chandler. Industrial and Corporate Change 19, no. 2 (April 2010): 465–482.
  • 26 Nov 2007
  • Research & Ideas

Best Practices of Global Innovators

related to the possession of deep individual technical skills in hundreds of diverse disciplines," the researchers conclude in their paper, Innovation through Global Collaboration: A New Source of Competitive Advantage. "Boeing's unique... View Details
Keywords: by Sean Silverthorne
  • February 2018 (Revised March 2018)
  • Case

Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)

By: Lauren Cohen, Christopher Malloy and William Powley
This case examines the intersection of two firms (Cogent Labs—a machine learning software firm in Tokyo; and Google, the technology infrastructure giant) attempting to exploit the benefits of artificial intelligence and machine learning in the financial services... View Details
Keywords: Technological Innovation; Finance; Growth and Development Strategy; Business Model; Applications and Software; Infrastructure; Technology Industry; Financial Services Industry
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Cohen, Lauren, Christopher Malloy, and William Powley. "Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)." Harvard Business School Case 218-080, February 2018. (Revised March 2018.)
  • June 2022 (Revised August 2023)
  • Case

Strategic Innovation at the United Nations: A Network of Ecosystems

By: Frank Nagle, Elizabeth J. Altman and Amy Klopfenstein
In 2021, Gina Lucarelli, leader of the United Nations Development Programme (UNDP) Accelerator Labs, prepared for a meeting with UNDP Administrator Achim Steiner. The two planned to discuss the future of the Accelerator Labs, a network of social innovation labs located... View Details
Keywords: Change; Disruption; Transformation; Change Management; Education; Learning; Environmental Management; Climate Change; Environmental Sustainability; Geography; Geographic Scope; Global Range; Local Range; Geopolitical Units; Country; Human Resources; Recruitment; Retention; Selection and Staffing; Employees; Employee Relationship Management; Information Technology; Information Management; Innovation and Invention; Collaborative Innovation and Invention; Disruptive Innovation; Innovation and Management; Innovation Leadership; Innovation Strategy; Knowledge; Knowledge Acquisition; Knowledge Dissemination; Knowledge Management; Knowledge Sharing; Knowledge Use and Leverage; Organizations; Mission and Purpose; Organizational Culture; Organizational Structure; Organizational Design; Organizational Change and Adaptation; Social Enterprise; Non-Governmental Organizations; Social Psychology; Social and Collaborative Networks; Society; Social Issues; Welfare; Strategy; Cooperation; Adaptation; Public Administration Industry; North and Central America
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Nagle, Frank, Elizabeth J. Altman, and Amy Klopfenstein. "Strategic Innovation at the United Nations: A Network of Ecosystems." Harvard Business School Case 722-363, June 2022. (Revised August 2023.)
  • September 2022
  • Article

Energy Innovation Funding and Institutions in Major Economies

By: Jonas Meckling, Clara Galeazzi, Esther Shears, Tong Xu and Laura Diaz Anadon
Accelerating energy innovation for decarbonization hinges on public investment in research, development and demonstration (RD&D). Here we examine the evolution and variation of public energy RD&D funding and institutions and associated drivers across eight major... View Details
Keywords: Research and Development; Innovation and Invention; Energy Policy; Government Legislation; Energy Sources
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Meckling, Jonas, Clara Galeazzi, Esther Shears, Tong Xu, and Laura Diaz Anadon. "Energy Innovation Funding and Institutions in Major Economies." Nature Energy 7, no. 9 (September 2022): 876–885.
  • 01 Jun 2009
  • Lessons from the Classroom

The Challenges of Investing in Science-Based Innovation

In economic downtimes, businesses are apt to cut R&D projects that don't promise a speedy return on investment. But take a cue from smart science-based businesses, which view the recession as an opportunity to stoke up research and View Details
Keywords: by Julia Hanna; Banking; Auto; Pharmaceutical
  • February 2024
  • Supplement

Seeds of Innovation: GALY’s Quest to Cultivate the Future of Agriculture in the Lab

By: George Serafeim
In 2023, Luciano Bueno, CEO and founder of plant cell culture agriculture company GALY, was considering the best path forward for his company as he planned to pitch Series B investors. GALY, founded in 2019, aimed to produce cotton and other crops from cells grown in... View Details
Keywords: Business Model; Green Technology; Goods and Commodities; Growth and Development Strategy; Science-Based Business; Entrepreneurship; Plant-Based Agribusiness; Business Startups; Decisions; Technological Innovation; Production; Entrepreneurial Finance; Agriculture and Agribusiness Industry; Technology Industry; Boston; Sao Paulo
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Serafeim, George. "Seeds of Innovation: GALY's Quest to Cultivate the Future of Agriculture in the Lab." Harvard Business School Multimedia/Video Supplement 124-705, February 2024.
  • 09 Aug 2010
  • Research & Ideas

How to Speed Up Energy Innovation

Is there a special sauce for stimulating innovation in the energy sector, a concoction to spur cost-effective developments toward solving the climate change problem? HBS professor Rebecca Henderson doesn't claim to know all the... View Details
Keywords: by Julia Hanna; Energy; Utilities
  • December 2024
  • Case

Core Innovation Capital: Investing in Fintech for Good

By: Ray Kluender, Natalia Rigol, Benjamin Roth and Nicole Tempest Keller
In 2017, Arjan Schütte, founder of Core Innovation Capital, faced a decision on whether to invest in Hugo Insurance, an auto insurance startup. Core, an early-stage social impact VC firm, focused on “fintech for good,” by investing in financial services for low- to... View Details
Keywords: Fintech; Venture Capital; Social Entrepreneurship; Insurance; Measurement and Metrics; Investment; Corporate Social Responsibility and Impact; Product Positioning; Financial Services Industry; Technology Industry; Insurance Industry; United States
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Kluender, Ray, Natalia Rigol, Benjamin Roth, and Nicole Tempest Keller. "Core Innovation Capital: Investing in Fintech for Good." Harvard Business School Case 825-064, December 2024.
  • July 1996 (Revised August 2024)
  • Case

Innovative Opportunities to Manage Health Care Delivery

By: Regina E. Herzlinger and D. Scott Lurding
The purpose of this case is: To familiarize the students with the changing landscape of health care delivery, through chains of retail medical centers and those offering value-based care (VBC).

To discuss fundamental managerial decisions about their... View Details
Keywords: Managed Care; Capitation; Strategy
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Herzlinger, Regina E., and D. Scott Lurding. "Innovative Opportunities to Manage Health Care Delivery." Harvard Business School Case 197-011, July 1996. (Revised August 2024.)
  • Article

Experiments in Open Innovation at Harvard Medical School

By: Eva C. Guinan, Kevin J. Boudreau and Karim R. Lakhani
Harvard Medical School seems an unlikely organization to open up its innovation process. By most measures, the more than 20,000 faculty, research staff and graduate students affiliated with Harvard Medical School are already world class and at the top of the medical... View Details
Keywords: Health Disorders; Collaborative Innovation and Invention; Boston
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Guinan, Eva C., Kevin J. Boudreau, and Karim R. Lakhani. "Experiments in Open Innovation at Harvard Medical School." Art. 3. MIT Sloan Management Review 54, no. 3 (Spring 2013): 45–52.
  • September 2023 (Revised November 2023)
  • Case

Seeds of Innovation: GALY's Quest to Cultivate the Future of Agriculture in the Lab

By: George Serafeim and Michael Norris
In 2023, Luciano Bueno, CEO and founder of plant cell culture agriculture company GALY, was considering the best path forward for his company as he planned to pitch Series B investors. GALY, founded in 2019, aimed to produce cotton and other crops from cells grown in... View Details
Keywords: Business Model; Green Technology; Goods and Commodities; Growth and Development Strategy; Science-Based Business; Entrepreneurship; Plant-Based Agribusiness; Business Startups; Decisions; Technological Innovation; Production; Agriculture and Agribusiness Industry; Technology Industry; Boston; Sao Paulo
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Serafeim, George, and Michael Norris. "Seeds of Innovation: GALY's Quest to Cultivate the Future of Agriculture in the Lab." Harvard Business School Case 124-017, September 2023. (Revised November 2023.)
  • 02 Apr 2015
  • Research & Ideas

Digital Initiative Summit: Freeing Patient Data to Enable Innovation

to remedy the information-sharing glut that is slowing health care innovation and harming patient care, according to panelists discussing "Digital Health: Freeing Patient Data to Enable Innovation" at the Digital Initiative Summit held... View Details
Keywords: Re: Karim R. Lakhani; Health
  • September 2014
  • Teaching Note

Entrepreneurial Finance Lab: Scaling an Innovative Start-up Financing Venture

By: Joan Farre-Mensa
The Entrepreneurial Finance Lab (EFL) is a financial technology start-up that has developed a new tool that uses psychometric tests to aid banks in developing markets with credit scoring of business loan applicants. EFL's ultimate goal is to solve the financing gap... View Details
Keywords: Entrepreneurial Finance; Entrepreneurship; Financial Services Industry
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Farre-Mensa, Joan. "Entrepreneurial Finance Lab: Scaling an Innovative Start-up Financing Venture." Harvard Business School Teaching Note 815-064, September 2014.
  • Research Summary

Managing Innovation in the Emerging Industrial Research System

The second track of Chesbrough's research looks at issues of how firms manage technology in an environment where research capability is increasingly distributed across the globe. Chesbrough sees the research system in the United States undergoing significant change,... View Details
  • 20 Nov 2006
  • Research & Ideas

Open Source Science: A New Model for Innovation

innovation and product development strategies. His latest research analyzes how open source norms of transparency, permeable access, and collaboration might work with scientists. What he and his coauthors discovered:... View Details
Keywords: by Martha Lagace
  • October 2018 (Revised July 2019)
  • Case

Sidewalk Labs: Privacy in a City Built from the Internet Up

By: Leslie K. John, Mitchell Weiss and Julia Kelley
Email mking@hbs.edu for a courtesy copy.

By the time Dan Doctoroff, CEO of Sidewalk Labs, began hosting a Reddit “Ask Me Anything” session in January 2018, he had only nine months remaining to convince the people... View Details
Keywords: Public Entrepreneurship; Govtech; CivicTech; Smart Cities; City Innovation; Government Innovation; Privacy; Sidewalk Labs; Dan Doctoroff; Entrepreneurship; Public Sector; Consumer Behavior; Governance; Business and Government Relations; Innovation and Invention; Technology Industry; Public Administration Industry; Transportation Industry; Real Estate Industry; Canada
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John, Leslie K., Mitchell Weiss, and Julia Kelley. "Sidewalk Labs: Privacy in a City Built from the Internet Up." Harvard Business School Case 819-024, October 2018. (Revised July 2019.) (Email mking@hbs.edu for a courtesy copy.)
  • 26 Jan 2004
  • Research & Ideas

What Developing-World Companies Teach Us About Innovation

trucks with global positioning satellite (GPS) locators, allowing dispatchers to arrange deliveries within a twenty-minute window, versus the three hours CEMEX's competitors require. This system—which did not emerge from a central R&D View Details
Keywords: by Donald N. Sull, Alejandro Ruelas-Gossi & Martin Escobari
  • 2013
  • Case

Innovation and Development of China Machine Press in the New Century

By: F. Warren McFarlan, Ning Jia and Guo Jia
China Machine Press (CMP), founded in 1952, is a leading multi-field, multi-discipline and multimedia publishing group in China with large scale, comprehensive and specialized business that integrates paper media, audiovisual media and online media, and combines... View Details
Keywords: General Management; Organizational Structure; Strategy; China; China
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McFarlan, F. Warren, Ning Jia, and Guo Jia. "Innovation and Development of China Machine Press in the New Century." Tsinghua University Case, 2013.
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