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    • All HBS Web  (1,180)
      • Faculty Publications  (246)

      Scaling TechnologiesRemove Scaling Technologies →

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      • April 2020 (Revised October 2021)
      • Case

      SpaceX, Economies of Scale, and a Revolution in Space Access

      By: Matthew C. Weinzierl, Kylie Lucas and Mehak Sarang
      From the time he transformed the world of online banking, Elon Musk established himself as a bold innovator. After selling X.com to PayPal in 2002, he founded a series of revolutionary start-ups, starting with Space Exploration Technologies (SpaceX). Hoping to "make... View Details
      Keywords: Space Tech; Space Access; Vision; Economies Of Scale; Technological Innovation; Emerging Markets; Commercialization; Finance; Aerospace Industry
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      Weinzierl, Matthew C., Kylie Lucas, and Mehak Sarang. "SpaceX, Economies of Scale, and a Revolution in Space Access." Harvard Business School Case 720-027, April 2020. (Revised October 2021.)
      • April 2020
      • Teaching Note

      Indigo Agriculture: Harnessing Nature

      By: Michael W. Toffel and James Barnett
      Teaching Note for HBS No. 620-024. Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing... View Details
      Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Science-Based Business; Green Technology Industry; Green Technology Industry; United States; Massachusetts
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      Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Teaching Note 620-075, April 2020.
      • April 2020 (Revised February 2023)
      • Case

      GitLab and the Future of All-Remote Work (A)

      By: Prithwiraj Choudhury and Emma Salomon
      GitLab is arguably one of the world’s largest “all-remote” companies. Started in 2011 and with more than 1,000 employees at present, it has no physical offices and all employees, including the entire C-Suite, work remotely from all parts of the world. The case... View Details
      Keywords: Remote Work; Internet and the Web; Technology Adoption; Value Creation; Business Model; Organizational Structure
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      Choudhury, Prithwiraj, and Emma Salomon. "GitLab and the Future of All-Remote Work (A)." Harvard Business School Case 620-066, April 2020. (Revised February 2023.)
      • March 2020 (Revised June 2023)
      • Case

      Scaling Nextdoor

      By: Jeffrey F. Rayport, Thomas O. Jones and Jeff Huizinga
      Nextdoor, striving to solidify its position as the leading global social media platform for neighborhoods, works to scale audience, geography, and revenue. View Details
      Keywords: Platforms; Information Technology; Entrepreneurship; Growth and Development Strategy; Social Media; Digital Platforms
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      Rayport, Jeffrey F., Thomas O. Jones, and Jeff Huizinga. "Scaling Nextdoor." Harvard Business School Case 820-097, March 2020. (Revised June 2023.)
      • March 2020
      • Module Note

      Scaling and Sustaining Platform Businesses

      By: Feng Zhu
      Keywords: Platform Businesses; Platform Disruption; Platforms; Digital Platforms; Technology Industry
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      Zhu, Feng. "Scaling and Sustaining Platform Businesses." Harvard Business School Module Note 620-108, March 2020.
      • March–April 2020
      • Article

      Building A Culture of Experimentation

      By: Stefan Thomke
      Why don’t organizations test more? After examining this question for several years, I can tell you that the central reason is culture. As companies try to scale up their experimentation capacity, they often find that the obstacles are not tools and technology but... View Details
      Keywords: Experimentation; Culture; Innovation; Online; Customer Experience; Organizational Culture; Innovation and Invention; Internet and the Web; Attitudes; Decision Making; Change; Leadership
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      Thomke, Stefan. "Building A Culture of Experimentation." Harvard Business Review 98, no. 2 (March–April 2020): 40–48.
      • February 2020
      • Supplement

      Indigo Agriculture: Harnessing Nature

      By: Michael W. Toffel and James Barnett
      Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
      Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Green Technology Industry; Green Technology Industry; United States; Massachusetts
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      Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School PowerPoint Supplement 620-110, February 2020.
      • February 2020 (Revised August 2022)
      • Case

      Anomalie

      By: Jeffrey F. Rayport and Thomas O. Jones
      In early 2019, the founders of Anomalie, an online direct-to-consumer provider of bridal gowns, have just agreed to a $13.6 million Series A investment from a Silicon Valley VC. They are considering three major initiatives as they move forward. (1) To scale their very... View Details
      Keywords: Direct-to-consumer; Entrepreneurship; Internet and the Web; Growth and Development Strategy; Decision Choices and Conditions; Technology Industry; Technology Industry
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      Rayport, Jeffrey F., and Thomas O. Jones. "Anomalie." Harvard Business School Case 820-100, February 2020. (Revised August 2022.)
      • February 2020
      • Case

      Seso Global: Building a Blockchain-enabled Property Marketplace in Nigeria

      By: Boris Vallee and Yang (Dolly) Yu
      The mutual aspiration of addressing the housing shortage and improving real estate market efficiency led Daniel and Phillip to co-found Seso Global in 2017. Seso Global developed a unique integrated platform to streamline and rationalize the process of acquiring and... View Details
      Keywords: Fintech; Blockchain; Developing Markets; Entrepreneurial Management; Financing and Loans; Internet and the Web; Business Model; Property; Growth and Development Strategy; Developing Countries and Economies; Real Estate Industry; Africa; Nigeria
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      Vallee, Boris, and Yang (Dolly) Yu. "Seso Global: Building a Blockchain-enabled Property Marketplace in Nigeria." Harvard Business School Case 220-055, February 2020.
      • 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.
      • May 2020
      • Article

      Scalable Holistic Linear Regression

      By: Dimitris Bertsimas and Michael Lingzhi Li
      We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting... View Details
      Keywords: Mathematical Methods; Analytics and Data Science
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      Bertsimas, Dimitris, and Michael Lingzhi Li. "Scalable Holistic Linear Regression." Operations Research Letters 48, no. 3 (May 2020): 203–208.
      • November 2019 (Revised June 2020)
      • Case

      Indigo Agriculture: Harnessing Nature

      By: Marco Iansiti, Michael W. Toffel and James Barnett
      Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
      Keywords: Carbon Sequestration; Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Green Technology Industry; Green Technology Industry; United States; Massachusetts
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      Iansiti, Marco, Michael W. Toffel, and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Case 620-024, November 2019. (Revised June 2020.)
      • October 2019 (Revised August 2020)
      • Case

      The Predictive Index

      By: Lynda M. Applegate and James Weber
      Mike Zani and Daniel Muzquiz needed to decide next steps to create a new category in the human resources consulting industry and scale their company.
      Zani and Muzquiz, serial entrepreneurs, acquired Predictive Index in 2014. Previously, as clients of the... View Details
      Keywords: Human Resources; Selection and Staffing; Talent and Talent Management; Recruitment; Corporate Entrepreneurship; Venture Capital; Change Management; Disruptive Innovation; Digital Platforms; Growth and Development Strategy; Consulting Industry; Service Industry; United States
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      Applegate, Lynda M., and James Weber. "The Predictive Index." Harvard Business School Case 820-034, October 2019. (Revised August 2020.)
      • October 2019 (Revised January 2020)
      • Case

      Dulcie Madden (A)—Growth or Exit?

      By: Shikhar Ghosh, Christopher Payton and Shweta Bagai
      This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details
      Keywords: Entrepreneurial Management; Family; Family Conflicts; Founders' Agreements; Growth And Development; Hardware; VC; Scaling; Start-up; Female Ceo; Risk Assessment; Entrepreneurship; Growth Management; Equity; Cash Flow; Success; Failure; Acquisition; Business Model; Information Technology; Valuation; Family and Family Relationships; Information Infrastructure; Technology Industry; Technology Industry; United States
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      Ghosh, Shikhar, Christopher Payton, and Shweta Bagai. "Dulcie Madden (A)—Growth or Exit?" Harvard Business School Case 820-052, October 2019. (Revised January 2020.)
      • October 2019 (Revised January 2020)
      • Supplement

      Dulcie Madden (B)—A Difficult Choice

      By: Shikhar Ghosh and Shweta Bagai
      This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details
      Keywords: Entrepreneurial Management; Family; Family Conflicts; Founders' Agreements; Growth And Development; Hardware; VC; Scaling; Start-up; Female Ceo; Risk Assessment; Entrepreneurship; Growth Management; Cash Flow; Equity; Success; Failure; Acquisition; Business Model; Information Technology; Valuation; Family and Family Relationships; Information Infrastructure
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      Ghosh, Shikhar, and Shweta Bagai. "Dulcie Madden (B)—A Difficult Choice." Harvard Business School Supplement 820-053, October 2019. (Revised January 2020.)
      • 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 February 2020)
      • Teaching Note

      Fishbowl: Scaling Up

      By: Leslie K. John
      Email mking@hbs.edu for a courtesy copy.

      Teaching Note for HBS No. 919-013. Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and... View Details
      Keywords: Communication Technologies; Customer Value; Value Chain; Interpersonal Communication; Talent and Talent Management; Customer Value and Value Chain; Entrepreneurship; Business Model; Growth and Development Strategy; Marketing Strategy; Advertising; Product Marketing; Digital Platforms; Consumer Behavior; Network Effects; Emotions; Motivation and Incentives; Trust; Applications and Software; Technology Adoption; Digital Platforms; Technology Industry; Technology Industry; Technology Industry; Technology Industry; Technology Industry; United States
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      John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Teaching Note 920-022, September 2019. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
      • 2020
      • Working Paper

      Digital Experimentation and Startup Performance: Evidence from A/B Testing

      By: Rembrand Koning, Sharique Hasan and Aaron Chatterji
      Recent work argues that experimentation is the appropriate framework for entrepreneurial strategy. We investigate this proposition by exploiting the time-varying adoption of A/B testing technology, which has drastically reduced the cost of experimentally testing... View Details
      Keywords: Experimentation; A/B Testing; Data-driven Decision-making; Entrepreneurship; Strategy; Business Startups; Information Technology; Performance
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      Koning, Rembrand, Sharique Hasan, and Aaron Chatterji. "Digital Experimentation and Startup Performance: Evidence from A/B Testing." Harvard Business School Working Paper, No. 20-018, August 2019. (Revised September 2020. SSRN Working Paper Series, No. 3440291, August 2019)
      • August 2019 (Revised March 2023)
      • Case

      Rand Fishkin at Moz (A)

      By: Thomas R. Eisenmann
      In 2016, senior management at Moz, a venture capital–backed startup providing software tools for digital marketing professionals, must decide how to address a looming cash flow crisis precipitated by failed efforts to broaden its product line. Seattle-based Moz had... View Details
      Keywords: Startups; Scaling; Entrepreneurship; Failure; Business Startups; Diversification; Growth Management; Technology Industry
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      Eisenmann, Thomas R. "Rand Fishkin at Moz (A)." Harvard Business School Case 820-002, August 2019. (Revised March 2023.)
      • August 2019 (Revised March 2022)
      • Case

      Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart

      By: Elie Ofek and Danielle Golan
      Launching its first products in the fall of 2016 in New York, insurtech startup Lemonade was on a mission to disrupt the insurance market by using AI and behavioral economics principles. The company offered renters, homeowners, and condo insurance and mainly targeted... View Details
      Keywords: AI; Business Startups; Insurance; Technological Innovation; Business Model; Disruption; Brands and Branding; Growth and Development Strategy; Global Strategy; Decision Making; Technology Industry; Technology Industry
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      Ofek, Elie, and Danielle Golan. "Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart." Harvard Business School Case 520-020, August 2019. (Revised March 2022.)
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