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    • All HBS Web  (2,068)
      • Faculty Publications  (453)

      Computer Vision TechnologyRemove Computer Vision Technology →

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      • 2017
      • Article

      Computer Vision Uncovers Predictors of Physical Urban Change

      By: Nikhil Naik, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser and César A. Hidalgo
      Which neighborhoods experience physical improvements? In this paper, we introduce a computer vision method to measure changes in the physical appearances of neighborhoods from time-series street-level imagery. We connect changes in the physical appearance of five U.S.... View Details
      Keywords: Urban Economics; Gentrification; Urban Studies; Computer Vision; Nieghborhood Effects; Urban Development; Situation or Environment; Demographics; Economics; Change
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      Naik, Nikhil, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser, and César A. Hidalgo. "Computer Vision Uncovers Predictors of Physical Urban Change." Proceedings of the National Academy of Sciences 114, no. 29 (July 18, 2017).
      • June 2017
      • Teaching Note

      IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

      By: Rosabeth Moss Kanter and Jonathan Cohen
      Ginni Rometty, who became IBM CEO in 2012, led efforts to transform the company around cognitive computing and the AI platform Watson. This Teaching Note helps instructors understand and teach the Harvard Business School case “IBM Transforming, 2012–2016: Ginni Rometty... View Details
      Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Teaching Note 317-126, June 2017.
      • May 2017 (Revised February 2018)
      • Supplement

      VMware and the Public Cloud (B)

      By: Raffaella Sadun and Christine Snively
      Supplements the (A) case. View Details
      Keywords: Information Technology; Information Infrastructure; Applications and Software; Computer Industry; Computer Industry; Computer Industry
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      Sadun, Raffaella, and Christine Snively. "VMware and the Public Cloud (B)." Harvard Business School Supplement 717-515, May 2017. (Revised February 2018.)
      • March 2017 (Revised February 2018)
      • Case

      VMware and the Public Cloud

      By: Raffaella Sadun and Christine Snively
      In 2015, VMware, a pioneer in server and network virtualization and a member of parent company EMC’s “federation” of companies, had set its sights on becoming a leading public cloud provider. Two years prior, VMware first entered the public cloud market with its vCloud... View Details
      Keywords: Information Technology; Information Infrastructure; Applications and Software; Growth and Development Strategy; Internet and the Web; Computer Industry; Computer Industry; Computer Industry
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      Sadun, Raffaella, and Christine Snively. "VMware and the Public Cloud." Harvard Business School Case 717-480, March 2017. (Revised February 2018.)
      • 2017
      • Working Paper

      Explaining the Vertical-to-Horizontal Transition in the Computer Industry

      By: Carliss Y. Baldwin
      This paper seeks to explain the technological forces that led to the rise of vertically integrated corporations in the late 19th century and the opposing forces that led to a vertical-to-horizontal transition in the computer industry 100 years later. I first model the... View Details
      Keywords: Organizational Design; Business History; Vertical Integration; Horizontal Integration; Digital Platforms; Computer Industry
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      Baldwin, Carliss Y. "Explaining the Vertical-to-Horizontal Transition in the Computer Industry." Harvard Business School Working Paper, No. 17-084, March 2017.
      • February 2017 (Revised May 2017)
      • Case

      Rapid7

      By: Mitchell Weiss, Paul Gompers and Silpa Kovvali
      That Corey Thomas, vice president at Boston-based Rapid7, Inc., was about to enter his investor’s boardroom to negotiate a potential acquisition of Metasploit, LLC, was already an unlikely achievement of sorts. After all, Rapid7 was a venture-backed, corporate... View Details
      Keywords: Acquisition; Computer Hacking; Open-source; Corey Thomas; Rapid7; Exploit Testing; Mergers and Acquisitions; Cybersecurity; Computer Industry; North and Central America; Boston
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      Weiss, Mitchell, Paul Gompers, and Silpa Kovvali. "Rapid7." Harvard Business School Case 817-077, February 2017. (Revised May 2017.)
      • December 2016 (Revised December 2017)
      • Case

      Faber-Castell

      By: Ryan Raffaelli and Christine Snively
      By 2016, Count Anton-Wolfgang von Faber-Castell had led the 255-year-old pencil manufacturer Faber-Castell through waves of technological change. The pocket calculator decimated Faber-Castell’s slide rule business in the 1970s, and computer aided design technology... View Details
      Keywords: Leadership Style; Leading Change; Family Ownership; Manufacturing Industry; Germany
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      Raffaelli, Ryan, and Christine Snively. "Faber-Castell." Harvard Business School Case 417-010, December 2016. (Revised December 2017.)
      • November 2016 (Revised July 2019)
      • Case

      Lenovo to Buy IBM PC: Integration Challenges

      By: David G. Fubini and Christine Snively
      In December 2004, Chinese computer manufacturer Lenovo announced its purchase of IBM’s PC division. At the time, few industry observers were optimistic about the merger of these entities with seemingly opposite company cultures. How should the two entities plan to... View Details
      Keywords: Integration; Strategy; Organizational Culture; Computer Industry; Computer Industry; United States; China
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      Fubini, David G., and Christine Snively. "Lenovo to Buy IBM PC: Integration Challenges." Harvard Business School Case 417-042, November 2016. (Revised July 2019.)
      • October 2016 (Revised April 2018)
      • Case

      ASICS: Chasing a 2020 Vision

      By: Elie Ofek, Nobuo Sato and Akiko Kanno
      In early 2016, Motoi Oyama, president and CEO of ASICS, a major sports apparel and footwear manufacturer based in Japan, lays out his company’s growth plan for the upcoming 5 years. The new plan set ambitious goals in terms of revenue and profit increases. At the heart... View Details
      Keywords: Brand Management; Sports Apparel; Competitive Positioning; Direct To Consumer Marketing; Retail Formats; Lifestyle Brands; Information Technology; Competition; Brands and Branding; Organizational Change and Adaptation; Digital Platforms; Product Positioning; Marketing Channels; Sports; Retail Industry; Apparel and Accessories Industry; Sports Industry; Entertainment and Recreation Industry
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      Ofek, Elie, Nobuo Sato, and Akiko Kanno. "ASICS: Chasing a 2020 Vision." Harvard Business School Case 517-060, October 2016. (Revised April 2018.)
      • September 2016 (Revised March 2020)
      • Teaching Note

      Fasten: Challenging Uber and Lyft with a New Business Model

      By: Feng Zhu
      Fasten, a new ridesharing start-up in Boston, entered the scene in September 2015 hoping its unique vision of transparency for both driver and passenger and strategy to keep riders' fares low and charge drivers a flat $0.99 fee per ride, as opposed to the 20%–30%... View Details
      Keywords: Information Technology; Transportation; Business Startups; Business Model; Transportation Industry; Boston
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      Zhu, Feng. "Fasten: Challenging Uber and Lyft with a New Business Model." Harvard Business School Teaching Note 617-019, September 2016. (Revised March 2020.)
      • August 2016 (Revised November 2019)
      • Supplement

      eSig: Growth Analysis

      By: Mark N. Roberge and Thomas R. Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations, available as a... View Details
      Keywords: Esignature; Computer Software; Entrepreneurship; Business Startups; Management; Marketing Channels; Applications and Software; Computer Industry; United States
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      Roberge, Mark N., and Thomas R. Eisenmann. "eSig: Growth Analysis." Harvard Business School Spreadsheet Supplement 817-701, August 2016. (Revised November 2019.)
      • August 2016 (Revised November 2019)
      • Case

      eSig: Growth Analysis

      By: Mark Roberge and Tom Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations (available as a... View Details
      Keywords: Esignature; Computer Software; Business or Company Management; Marketing Channels; Applications and Software; Business Startups; Computer Industry
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      Roberge, Mark, and Tom Eisenmann. "eSig: Growth Analysis." Harvard Business School Case 817-009, August 2016. (Revised November 2019.)
      • July 2016 (Revised March 2024)
      • Case

      Alphabet Eyes New Frontiers (A)

      By: Juan Alcacer, Raffaella Sadun, Olivia Hull and Kerry Herman
      In October 2015, Google restructured into Alphabet, a holding company, which analysts said would facilitate innovation among its diverse subsidiaries. But when news reports surfaced revealing struggles within Alphabet companies including Nest, the smart thermostat... View Details
      Keywords: Innovation; Conglomerates; Corporate Restructuring; Google; Corporate Strategy; Corporate Entrepreneurship; Innovation Strategy; Business and Stakeholder Relations; Research and Development; Diversification; Financial Reporting; Talent and Talent Management; Technology Industry; Technology Industry; California; United States
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      Alcacer, Juan, Raffaella Sadun, Olivia Hull, and Kerry Herman. "Alphabet Eyes New Frontiers (A)." Harvard Business School Case 717-418, July 2016. (Revised March 2024.)
      • July 2016 (Revised November 2018)
      • Case

      Code.org

      By: John J-H Kim, Lauren Barley and Allison M. Ciechanover
      The case explores Hadi Partovi’s mission to provide every K-12 student in the United States the opportunity to learn computer science. Students can assess how Partovi transformed his passion into an organization that reached millions around the globe through the launch... View Details
      Keywords: Nonprofit Organizations; Information Technology; Information Infrastructure; Applications and Software; Education; Education Industry; United States
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      Kim, John J-H, Lauren Barley, and Allison M. Ciechanover. "Code.org." Harvard Business School Case 317-008, July 2016. (Revised November 2018.)
      • June 2016 (Revised August 2019)
      • Case

      Numenta: Inventing and (or) Commercializing AI

      By: David B. Yoffie, Liz Kind and David Ben Shimol
      In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details
      Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning
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      Yoffie, David B., Liz Kind, and David Ben Shimol. "Numenta: Inventing and (or) Commercializing AI." Harvard Business School Case 716-469, June 2016. (Revised August 2019.)
      • June 2016 (Revised November 2021)
      • Case

      chotuKool: 'Little Cool,' Big Opportunity

      By: Rory McDonald, Derek van Bever and Efosa Ojomo
      In 2013, a team led by Gopalan Sunderraman, vice president of corporate development at Godrej & Boyce Mfg. Co. Ltd.—one of the companies owned by Godrej Group, a large Indian conglomerate—was preparing to launch an innovative low-cost refrigerator. Developed expressly... View Details
      Keywords: Disruptive Innovation; Emerging Markets; Entrepreneurship; Growth and Development Strategy; Marketing Strategy; Consumer Products Industry; India
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      McDonald, Rory, Derek van Bever, and Efosa Ojomo. "chotuKool: 'Little Cool,' Big Opportunity." Harvard Business School Case 616-020, June 2016. (Revised November 2021.)
      • May 2016 (Revised March 2020)
      • Case

      Fasten: Challenging Uber and Lyft with a New Business Model

      By: Feng Zhu and Angela Acocella
      Fasten, a new ridesharing start-up in Boston, entered the scene in September 2015 hoping its unique vision of transparency for both driver and passenger and strategy to keep riders' fares low and charge drivers a flat $0.99 fee per ride as opposed to the 20-30%... View Details
      Keywords: Information Technology; Transportation; Business Startups; Business Model; Transportation Industry; Boston
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      Zhu, Feng, and Angela Acocella. "Fasten: Challenging Uber and Lyft with a New Business Model." Harvard Business School Case 616-062, May 2016. (Revised March 2020.)
      • May 2016 (Revised April 2018)
      • Case

      Building the Digital Manufacturing Enterprise of the Future at Siemens

      By: Willy Shih
      This case describes the motivation for and the development of Siemens' digital manufacturing enterprise vision, which became the foundation for its implementation of Industrie 4.0. While the effort started with a purely defensive move by Anton Huber, head of the... View Details
      Keywords: Big Data; Internet Of Things; Internet Of Everything; Industrie 4.0; Digital Factory; Digital Enterprise; Digital Manufacturing; Manufacturing; Production Management; Production Planning; Computer Software; Germany; German Manufacturing; Machinery and Machining; Information Technology; Digital Platforms; Technological Innovation; Production; Supply Chain; Applications and Software; Information Infrastructure; Internet and the Web; Analytics and Data Science; Manufacturing Industry; Germany
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      Shih, Willy. "Building the Digital Manufacturing Enterprise of the Future at Siemens." Harvard Business School Case 616-060, May 2016. (Revised April 2018.)
      • 2016
      • Teaching Note

      Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired

      By: Rosabeth M. Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      Teaching note for case 314029. Following a successful military career as an Army Nurse, achieving rank as Major General, becoming the first female Acting Surgeon General of the Army, and the 22nd Chief of the Army Nurse Corps, Pollock developed a vested interest in... View Details
      Keywords: Health Care; Health Care Education; Insurance Companies; Military; Leadership Skills; Health Care and Treatment; Education; Insurance; Business Startups; Information Technology; Applications and Software; Change Management; Information Technology Industry; Information Technology Industry
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      Kanter, Rosabeth M., Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired." Harvard Business Publishing Teaching Note 316-036, 2016. (Harvard Advanced Leadership Initiative.)
      • January 2016 (Revised January 2017)
      • Case

      Rumie: Bringing Digital Education to the Underserved

      By: John J-H Kim and Amram Migdal
      In fall of 2015, the Toronto, Canada–based education technology nonprofit Rumie had distributed thousands of computer tablets preloaded with collections of thousands of pieces of curated educational content to nongovernmental organizations (NGOs) in some of the most... View Details
      Keywords: Edtech; Education Technology; Social Enterprise; Nonprofit; Education Startup; Technological Innovation; Nonprofit Organizations; Social Entrepreneurship; Education; Business Startups; Education Industry; Canada; Africa
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      Kim, John J-H, and Amram Migdal. "Rumie: Bringing Digital Education to the Underserved." Harvard Business School Case 316-140, January 2016. (Revised January 2017.)
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