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      • April 2025
      • Background Note

      Climate Change Adaptation with Artificial Intelligence and Machine Learning

      By: Michael W. Toffel and Nabig Chaudhry
      Artificial Intelligence (AI) and machine learning (ML) have emerged as powerful tools to address climate change. This note summarizes a wide range of the uses of AI/ML to drive climate change adaptation and resilience, the measures organizations and governments are... View Details
      Keywords: Climate Change; Adaptation
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      Toffel, Michael W., and Nabig Chaudhry. "Climate Change Adaptation with Artificial Intelligence and Machine Learning." Harvard Business School Background Note 625-050, April 2025.
      • April 2025
      • Case

      Lisa Su and AMD (A)

      By: Joshua D. Margolis, Matthew Preble and Dave Habeeb
      This multimedia case study focuses on CEO Lisa Su’s turnaround and subsequent transformation of the technology company Advanced Micro Devices, Inc. (AMD). When Su accepted the top position in 2014, AMD was on the verge of collapse. Su focused on the company’s culture,... View Details
      Keywords: Turnaround; Change Management; Transformation; Decision Making; Globalized Markets and Industries; Government and Politics; AI and Machine Learning; Innovation and Management; Innovation Strategy; Innovation Leadership; Leadership Style; Leading Change; Management; Product Design; Product Development; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Strategic Planning; Business and Shareholder Relations; Business and Stakeholder Relations; Research and Development; Business Strategy; Competitive Strategy; Competitive Advantage; Corporate Strategy; Semiconductor Industry; Computer Industry; United States; California; Texas
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      Margolis, Joshua D., Matthew Preble, and Dave Habeeb. "Lisa Su and AMD (A)." Harvard Business School Multimedia/Video Case 425-704, April 2025.
      • April 2025
      • Supplement

      Lisa Su and AMD (B)

      By: Joshua D. Margolis, Matthew Preble and Dave Habeeb
      This multimedia case study focuses on CEO Lisa Su’s turnaround and subsequent transformation of the technology company Advanced Micro Devices, Inc. (AMD). When Su accepted the top position in 2014, AMD was on the verge of collapse. Su focused on the company’s culture,... View Details
      Keywords: Turnaround; Leading Change; Transformation; AI and Machine Learning; Innovation Leadership; Innovation Strategy; Organizational Culture; Business and Stakeholder Relations; Business Strategy; Semiconductor Industry; Computer Industry; United States; California; Texas
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      Margolis, Joshua D., Matthew Preble, and Dave Habeeb. "Lisa Su and AMD (B)." Harvard Business School Supplement 425-705, April 2025.
      • April 2025 (Revised May 2025)
      • Background Note

      Customer Acquisition and the Cash Flow Trap

      By: E. Ofek, Barak Libai and Eitan Muller
      Startups as well as existing firms recognize the need to invest in order to acquire customers for their new ventures. And as each customer is expected at some point to have generated sufficient gross margins to cover their CAC, management expects that, soon enough, the... View Details
      Keywords: Business Model; Customers; Forecasting and Prediction; Cash Flow; Business or Company Management
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      Ofek, E., Barak Libai, and Eitan Muller. "Customer Acquisition and the Cash Flow Trap." Harvard Business School Background Note 525-056, April 2025. (Revised May 2025.)
      • April 2025
      • Case

      The CHIPS Program Office (Abridged)

      By: Mitch Weiss and Sebastian Negron-Reichard
      In February 2023, U.S. Commerce Secretary Gina Raimondo weighed signing off on a Notice of Funding Opportunity (“NOFO”) with at least one unconventional provision: a pre-application (“pre-app”) to the actual application for parts of $39 billion in direct semiconductor... View Details
      Keywords: Entrepreneurship; Public Sector; Government Administration; Government Legislation; Motivation and Incentives; Semiconductor Industry; Public Administration Industry; United States
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      Weiss, Mitch, and Sebastian Negron-Reichard. "The CHIPS Program Office (Abridged)." Harvard Business School Case 825-192, April 2025.
      • April 2025
      • Supplement

      Joe Mazzulla and the Boston Celtics (B)

      By: Linda A. Hill, James I. Cash and Lydia Begag
      This case is a supplement to “Joe Mazzulla and the Boston Celtics” (A) and is set against the backdrop of the 2024 NBA Finals. It describes the impact of Mazzulla’s decision to rally his team with an aggressive “go for the kill” mindset instead of choosing language... View Details
      Keywords: Personal Development and Career; Change Management; Communication; Values and Beliefs; Innovation and Invention; Decision Making; Innovation Leadership; Collaborative Innovation and Invention; Leadership; Leading Change; Leadership Development; Leadership Style; Crisis Management; Management Skills; Business Processes; Organizational Culture; Organizational Structure; Performance Efficiency; Sports Industry; Entertainment and Recreation Industry; United States
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      Hill, Linda A., James I. Cash, and Lydia Begag. "Joe Mazzulla and the Boston Celtics (B)." Harvard Business School Supplement 425-060, April 2025.
      • April 2025
      • Teaching Note

      Tabby: Winning Customers' Digital Wallets

      By: Eva Ascarza
      Teaching Note for HBS Case No. 524-056. Tabby, a Saudi-based fintech founded in 2019, rapidly became one of the MENA region’s first unicorns by offering buy-now-pay-later (BNPL) services with a unique twist: instead of charging end consumers, it partnered with... View Details
      Keywords: Fintech; Business Startups; Marketing; Entrepreneurship; Growth and Development Strategy; Business Strategy; Business Model; Competitive Strategy; Financial Services Industry; Middle East; Saudi Arabia; United Arab Emirates
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      Ascarza, Eva. "Tabby: Winning Customers' Digital Wallets." Harvard Business School Teaching Note 525-057, April 2025.
      • 2025
      • Working Paper

      With a Little Help from My Family: Informal Startup Financing

      By: Brian K. Baik, Johan Ludvig S. Karlsen and Katja Kisseleva
      Using Norwegian administrative data, we identify family equity investments in startups and examine their effects on investor returns and firm behavior. Informal investors earn lower returns than external individuals, and the firms they back are less likely to secure... View Details
      Keywords: Early Stage Finance; Informal Investment; Household Finance; Risk Taking; Entrepreneurial Finance; Entrepreneurship; Personal Finance; Family and Family Relationships; Business Startups; Investment; Norway
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      Baik, Brian K., Johan Ludvig S. Karlsen, and Katja Kisseleva. "With a Little Help from My Family: Informal Startup Financing." Harvard Business School Working Paper, No. 25-053, April 2025.
      • March 20, 2025
      • Article

      How to Build a Life: To Make Someone Happy, Ask for Help

      By: Arthur C. Brooks
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      Brooks, Arthur C. "How to Build a Life: To Make Someone Happy, Ask for Help." The Atlantic (March 20, 2025).
      • March 2025 (Revised April 2025)
      • Case

      Perplexity: Redefining Search

      By: Suraj Srinivasan, Michelle Hu, Sriraghav Srinivasan and Radhika Kak
      By early 2025, Perplexity had rapidly evolved from a modest startup into a popular "answer engine" valued at $9 billion. The company had boldly positioned itself as the disruptor to Google aiming to redefine search for the AI age. Through novel AI... View Details
      Keywords: AI and Machine Learning; Venture Capital; Innovation Leadership; Technological Innovation; Internet and the Web; Business Startups; Competitive Strategy; Business Model; Technology Industry; United States
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      Srinivasan, Suraj, Michelle Hu, Sriraghav Srinivasan, and Radhika Kak. "Perplexity: Redefining Search." Harvard Business School Case 125-093, March 2025. (Revised April 2025.)
      • March 2025
      • Case

      Skylight: Hit Product or Scalable Company?

      By: Rembrand Koning, Christina Wallace and Jeff Huizinga
      Skylight, originally a digital frame startup aimed at connecting dispersed families, expanded with a second product—Calendar—to help families manage schedules. Despite significant potential, Calendar struggled with persistent technical issues and poor customer... View Details
      Keywords: Culture; Software; Hardware; Entrepreneurship; Business Startups; Customer Satisfaction; Resource Allocation; Product Launch; Business Strategy; Expansion
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      Koning, Rembrand, Christina Wallace, and Jeff Huizinga. "Skylight: Hit Product or Scalable Company?" Harvard Business School Case 825-143, March 2025.
      • March 2025
      • Case

      Stagwell: AI and the Future of Marketing

      By: Suraj Srinivasan and Radhika Kak
      In early 2025, Mark Penn, Founder, CEO and Chairman of Stagwell, a global marketing company with a network of over 70+ agencies that served over 4000 blue-chip customers across 40 countries, was looking at ways that marketers should navigate the disruption emanating... View Details
      Keywords: Advertising; Innovation Strategy; Change Management; AI and Machine Learning; Digital Transformation; Technology Adoption; Marketing Strategy; Service Delivery; Creativity; Business Model; Advertising Industry; Technology Industry
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      Srinivasan, Suraj, and Radhika Kak. "Stagwell: AI and the Future of Marketing." Harvard Business School Case 125-089, March 2025.
      • March 7, 2025
      • Article

      Leaders Can Move Fast and Fix Things

      By: Frances X. Frei and Anne Morriss
      The assumption embedded in Silicon Valley’s famous “move fast and break things” ethos is that we can either make progress or take care of people, one or the other. A certain amount of wreckage is the price we have to pay for creating the future. The authors have spent... View Details
      Keywords: Strategy; Leading Change; Performance Efficiency
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      Frei, Frances X., and Anne Morriss. "Leaders Can Move Fast and Fix Things." Harvard Business Review (website) (March 7, 2025).
      • March 2025 (Revised March 2025)
      • Case

      Good for the Seller, Good for the Buyer and Good for Society: Sampo-yoshi, Sustainability and Trust at ITOCHU

      By: Sandra J. Sucher and Bethelehem Y Araya
      In 2024, ITOCHU CEO Masahiro Okafuji was at a crossroads. As the thirteenth CEO since ITOCHU’s founding in 1858, he had fueled the company’s growth since 2011 by bringing ITOCHU’s founding philosophy of Sampo-yoshi (good for the seller, good for the buyer and... View Details
      Keywords: Sustainability; Trust; Profit; Growth and Development Strategy; Organizational Change and Adaptation; Mission and Purpose; Corporate Social Responsibility and Impact; Environmental Sustainability; Japan
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      Sucher, Sandra J., and Bethelehem Y Araya. "Good for the Seller, Good for the Buyer and Good for Society: Sampo-yoshi, Sustainability and Trust at ITOCHU." Harvard Business School Case 325-053, March 2025. (Revised March 2025.)
      • March 2025 (Revised June 2025)
      • Case

      No One Left Behind (A)

      By: Lynn S. Paine, Herman B. "Dutch" Leonard, Max Hancock and David Lane
      In September 2021, the board of directors for the nonprofit No One Left Behind (NOLB) faced a crucial decision. Since its 2013 founding, NOLB had helped resettle in the United States thousands of Afghans and Iraqis who had assisted U.S. forces as combat translators;... View Details
      Keywords: Business Growth and Maturation; Governance; Governing and Advisory Boards; Mission and Purpose; Nonprofit Organizations; Conflict and Resolution; Service Industry; Afghanistan; United States
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      Paine, Lynn S., Herman B. "Dutch" Leonard, Max Hancock, and David Lane. "No One Left Behind (A)." Harvard Business School Case 325-007, March 2025. (Revised June 2025.)
      • March 2025
      • Supplement

      No One Left Behind (B)

      By: Lynn S. Paine, Herman B. "Dutch" Leonard, Max Hancock and David Lane
      Supplement to HBS Case No. 325-007. In September 2021, the board of directors for the nonprofit No One Left Behind (NOLB) faced a crucial decision. Since its 2013 founding, NOLB had helped resettle in the United States thousands of Afghans and Iraqis who had assisted... View Details
      Keywords: Business Growth and Maturation; Governance; Governing and Advisory Boards; Mission and Purpose; Nonprofit Organizations; Conflict and Resolution; Service Industry; Afghanistan; United States
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      Paine, Lynn S., Herman B. "Dutch" Leonard, Max Hancock, and David Lane. "No One Left Behind (B)." Harvard Business School Supplement 325-008, March 2025.
      • March 2025
      • Supplement

      No One Left Behind (C)

      By: Lynn S. Paine, Herman B. "Dutch" Leonard, Max Hancock and David Lane
      Supplement to HBS Case No. 325-007. In September 2021, the board of directors for the nonprofit No One Left Behind (NOLB) faced a crucial decision. Since its 2013 founding, NOLB had helped resettle in the United States thousands of Afghans and Iraqis who had assisted... View Details
      Keywords: Business Growth and Maturation; Governance; Governing and Advisory Boards; Mission and Purpose; Nonprofit Organizations; Conflict and Resolution; Service Industry; Afghanistan; United States
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      Paine, Lynn S., Herman B. "Dutch" Leonard, Max Hancock, and David Lane. "No One Left Behind (C)." Harvard Business School Supplement 325-009, March 2025.
      • March 2025
      • Supplement

      No One Left Behind (D)

      By: Lynn S. Paine, Herman B. "Dutch" Leonard, Max Hancock and David Lane
      Supplement to HBS Case No. 325-007. In September 2021, the board of directors for the nonprofit No One Left Behind (NOLB) faced a crucial decision. Since its 2013 founding, NOLB had helped resettle in the United States thousands of Afghans and Iraqis who had assisted... View Details
      Keywords: Business Growth and Maturation; Governance; Governing and Advisory Boards; Mission and Purpose; Nonprofit Organizations; Conflict and Resolution; Service Industry; Afghanistan; United States
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      Paine, Lynn S., Herman B. "Dutch" Leonard, Max Hancock, and David Lane. "No One Left Behind (D)." Harvard Business School Supplement 325-012, March 2025.
      • March 2025
      • Article

      Do Public Financial Statements Influence Private Equity and Venture Capital Financing?

      By: Brian K. Baik, Natalie Berfeld and Rodrigo S. Verdi
      We study whether private firm public financial statements influence the probability of raising venture capital (VC) and private equity (PE) financing. In particular, we propose that private firms’ public financial statements can help the VC/PE search process by... View Details
      Keywords: Business Economics; Search Costs; Accounting; Venture Capital; Governance; Private Equity; Financial Statements
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      Baik, Brian K., Natalie Berfeld, and Rodrigo S. Verdi. "Do Public Financial Statements Influence Private Equity and Venture Capital Financing?" Accounting Review 100, no. 2 (March 2025).
      • February 2025
      • Case

      Fly, Fix, Fly at True Anomaly

      By: Joshua Lev Krieger, Jim Matheson, Fiona Murray and David Allen
      How should companies learn from failure? Founded by four U.S. Space Force warfighters, the tough tech startup True Anomaly wanted to compete with major defense contractors to supply the U.S. Department of Defense with satellites and software that could help protect... View Details
      Keywords: Business Startups; Engineering; National Security; Digital Platforms; Failure; Problems and Challenges; Business and Government Relations; Entrepreneurship; Aerospace Industry; United States; Colorado
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      Krieger, Joshua Lev, Jim Matheson, Fiona Murray, and David Allen. "Fly, Fix, Fly at True Anomaly." Harvard Business School Case 825-040, February 2025.
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