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      • February 2017 (Revised November 2021)
      • Case

      Digitalization at Siemens

      By: David J. Collis and Tonia Junker
      The case discusses the digitalization strategy of Siemens AG, a German-based company operating in manufacturing and electronics. The increasing impact of digital technologies on all of its business units had prompted CEO Joe Kaeser and his team to put digitalization at... View Details
      Keywords: Company Management; Digital Technologies; Corporate Strategy; Competition; Information Technology; Information Infrastructure; Manufacturing Industry; Electronics Industry
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      Collis, David J., and Tonia Junker. "Digitalization at Siemens." Harvard Business School Case 717-428, February 2017. (Revised November 2021.)
      • January 2017 (Revised June 2017)
      • Case

      Chicago and the Array of Things: A Fitness Tracker for the City

      By: Rajiv Lal and Scott Johnson
      The city of Chicago has recently launched a project called the Array of Things. The program involves a series of sensor nodes placed around the city that capture a massive amount of data including pedestrian and vehicle flow, air quality, and cloud cover. The Array of... View Details
      Keywords: Smart Connected Products; Smart Cities; Internet Of Things; Sensors; Govenment; Government Administration; Technological Innovation; Digital Platforms; Applications and Software; Information Infrastructure; Internet and the Web; Public Administration Industry; Technology Industry; Chicago; United States
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      Lal, Rajiv, and Scott Johnson. "Chicago and the Array of Things: A Fitness Tracker for the City." Harvard Business School Case 517-044, January 2017. (Revised June 2017.)
      • November 2016 (Revised October 2018)
      • Case

      Formlabs: Selling a New 3D Printer

      By: Frank V. Cespedes, Olivia Hull and Amram Migdal
      Headquartered in Somerville, Massachusetts, Formlabs manufactures 3D printers used to print everything from prototypes and models to jewelry, dental, and sculpture molds. As Formlabs prepares to ship its latest model, the Form 2, Head of Customer Development and... View Details
      Keywords: 3D Printing And Manufacturing; Sales Channel Development; Sales Strategy; Entrepreneurial Management; Product Engineering; Prototype; Prototyping; Entrepreneurship; Product Launch; Information Infrastructure; Business Startups; Customers; Technological Innovation; Growth and Development Strategy; Technology Adoption; Marketing Channels; Marketing Strategy; Product Positioning; Demand and Consumers; Sales; Salesforce Management; Technology Industry; Computer Industry; Manufacturing Industry; United States; Massachusetts; Europe; Asia
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      Cespedes, Frank V., Olivia Hull, and Amram Migdal. "Formlabs: Selling a New 3D Printer." Harvard Business School Case 817-001, November 2016. (Revised October 2018.)
      • October 2016 (Revised January 2020)
      • Case

      All Traffic Solutions

      By: Rajiv Lal and Scott F. Johnson
      All Traffic Solutions traditionally sold traffic signs that collected vehicle data to cities. In recent years, the firm connected their signs to the internet and began selling software that enabled cities to operate their signs remotely and collect data in a more... View Details
      Keywords: IoT; Internet Of Things; Smart Connected Products; All Traffic Solutions; Traffic; Internet and the Web; Information Technology; Digital Platforms; Information Infrastructure; Applications and Software; Transportation; Mobile and Wireless Technology; Information Technology Industry; Information Technology Industry; Information Technology Industry; United States
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      Lal, Rajiv, and Scott F. Johnson. "All Traffic Solutions." Harvard Business School Case 517-011, October 2016. (Revised January 2020.)
      • October 2016 (Revised October 2023)
      • Case

      Bootstrapping at Lightricks

      By: Robert White, Jeffrey J. Bussgang and Christine Snively
      By August 2015, two-year-old mobile imaging software startup Lightricks had developed and released two best-selling paid mobile apps, grown to a team of 30, earned a revenue run rate of nearly $10 million, and achieved modest profitability. The bootstrapped company had... View Details
      Keywords: Business Startup; Information Technology; Internet and the Web; Entrepreneurship; Mobile and Wireless Technology; Information Infrastructure; Business Startups; Digital Marketing; Finance; Strategy; Technology Industry; Israel
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      White, Robert, Jeffrey J. Bussgang, and Christine Snively. "Bootstrapping at Lightricks." Harvard Business School Case 817-051, October 2016. (Revised October 2023.)
      • October 2016
      • Article

      Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity

      By: Alan MacCormack and Daniel J. Sturtevant
      Technical debt is created when design decisions that are expedient in the short-term increase the costs of maintaining and adapting this system in future. An important component of technical debt relates to decisions about system architecture. As systems grow and... View Details
      Keywords: Information Infrastructure; Performance Efficiency; Applications and Software; Infrastructure
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      MacCormack, Alan, and Daniel J. Sturtevant. "Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity." Journal of Systems and Software 120 (October 2016): 170–182. (Received 31 May 2015. Revised 28 May 2016. Accepted 4 June 2016.)
      • 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.)
      • July 2016
      • Technical Note

      Net Neutrality: A Managerial Perspective

      By: Shane Greenstein and Christine Snively
      The net neutrality debate had implications for Internet service providers, content providers, and end users. This note aims to inform the reader of the various sides of the debate where open issues remain, as well as what aspects an entrepreneur, investor, or content... View Details
      Keywords: Net Neutrality; Information Technology; Internet and the Web; Information Infrastructure; Technology Industry
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      Greenstein, Shane, and Christine Snively. "Net Neutrality: A Managerial Perspective." Harvard Business School Technical Note 617-006, July 2016.
      • 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.)
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
      • 2016
      • Case

      Advanced Leadership Pathways: Mahendra Bapna and Technology Education in India

      By: Rosabeth Moss Kanter and Pamela Yatsko
      Keywords: India; Education; Higher Education; Leadership; Leadership Skills; Technology Education; Tata Motors; Outcome-based Technology Education; OBTE; Indian Institute Of Technology; IIT; Engineering College; Global Management Consulting; University-21; Federation Of Indian Chambers Of Commerce And Industry; FICCI; Indian Economy; Information Technology; Tertiary Education System; University; University Level; Colleges; Institutes Of Technology; Academia; Academia-industry; Technical Institutes; Indian Institute Of Technology Jodhpur; IITJ; IIT Rajasthan; Infrastructure Development; Senior Student Syndrome; Industry Immersion Program; Technology; India
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      Kanter, Rosabeth Moss, and Pamela Yatsko. "Advanced Leadership Pathways: Mahendra Bapna and Technology Education in India." Harvard Business Publishing Case 316-163, 2016. (Harvard Advanced Leadership Initiative.)
      • March 2016 (Revised November 2021)
      • Teaching Note

      T-Mobile in 2013: The Un-Carrier

      By: John Beshears and Francesca Gino
      By 2013, the U.S. wireless industry was in the midst of a costly transition. As consumers began to embrace more sophisticated mobile devices, the industry's four main players spent heavily to improve their infrastructures for providing reliable high-speed data... View Details
      Keywords: Wireless Industry; Telecommunications; Mobile; Service Contracts; Behavioral Economics; Add-on Fees; Shrouded Attributes; Contracts; Competitive Strategy; Consumer Behavior; Infrastructure; Mobile and Wireless Technology; Telecommunications Industry; United States
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      Beshears, John, and Francesca Gino. "T-Mobile in 2013: The Un-Carrier." Harvard Business School Teaching Note 916-048, March 2016. (Revised November 2021.)
      • 2016
      • Teaching Note

      Advanced Leadership Pathways: Richard Fahey and Robert Saudek—Lighting Liberia

      By: Rosabeth M. Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      Teaching Note for Case 313-032. After successful careers as lawyers and Fellows in Harvard's Advanced Leadership Initiative, Richard Fahey and Robert Saudek set out to tackle a large-scale infrastructure challenge in a complex environment by ultimately using advanced... View Details
      Keywords: Solar; Solar Power; Electricity; Clean Technology; Scaling-up; Economic Development; Partnerships; Sustainability; Innovation; Leadership Skills; Renewable Energy; Energy; Infrastructure; Information Technology; Economy; Partners and Partnerships; Distribution; Innovation Leadership; Leadership; Social Entrepreneurship; Change Management; Energy Industry; Africa; Liberia
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      Kanter, Rosabeth M., Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: Richard Fahey and Robert Saudek—Lighting Liberia." Harvard Business Publishing Teaching Note 316034, 2016.
      • February 2016 (Revised September 2020)
      • Case

      T-Mobile in 2013: The Un-Carrier

      By: John Beshears, Francesca Gino, Jonathan Lee and Sean (Yixiang) Wang
      By 2013, the U.S. wireless industry was in the midst of a costly transition. As consumers began to embrace more sophisticated mobile devices, the industry's four main players spent heavily to improve their infrastructures for providing reliable high-speed data... View Details
      Keywords: Business Model; Organizational Change and Adaptation; Product Positioning; Competition; Wireless Technology; Telecommunications Industry; United States
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      Beshears, John, Francesca Gino, Jonathan Lee, and Sean (Yixiang) Wang. "T-Mobile in 2013: The Un-Carrier." Harvard Business School Case 916-043, February 2016. (Revised September 2020.)
      • December 2015 (Revised May 2016)
      • Case

      Jibo: A Social Robot for the Home

      By: Jeffrey J. Bussgang and Christine Snively
      In January 2015, Jibo Inc. had completed a raise of $25.3 million in Series A financing after a successful 2014 crowdfunding campaign for preorders of Jibo, the first social robot for the home. Over 4,800 Jibo units were preordered, generating $2.6 million in sales. On... View Details
      Keywords: Business Development; Entrepreneurship; Applications and Software; Information Infrastructure; Business Startups; Technology Industry
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      Bussgang, Jeffrey J., and Christine Snively. "Jibo: A Social Robot for the Home." Harvard Business School Case 816-003, December 2015. (Revised May 2016.)
      • November 2015
      • Case

      Upwork: Reimagining the Future of Work

      By: Feng Zhu, Rory McDonald, Marco Iansiti and Aaron Smith
      Upwork, the world's largest freelance talent platform, was the result of a merger between the two leading online freelancing companies in 2014, Elance and oDesk. After the merger, the company operated as Elance-oDesk and continued to manage two online... View Details
      Keywords: Platforms; Employment; Digital Platforms; Market Transactions; Business Processes; Information Technology; Internet and the Web; Job Search
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      Zhu, Feng, Rory McDonald, Marco Iansiti, and Aaron Smith. "Upwork: Reimagining the Future of Work." Harvard Business School Case 616-027, November 2015.
      • November 2015 (Revised April 2017)
      • Case

      Streaming Over Broadband: Why Doesn't My Netflix Work?

      By: Shane Greenstein and Michael Norris
      In late 2013 and early 2014, Netflix service over the major U.S. Internet Service Providers (ISPs) suffered major slowdowns. What were the causes of these problems? What could Netflix do to solve them? View Details
      Keywords: Digital Innovation; Internet; Broadband Service; Internet and the Web; Information Technology; Infrastructure; Utilities Industry; United States
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      Greenstein, Shane, and Michael Norris. "Streaming Over Broadband: Why Doesn't My Netflix Work?" Harvard Business School Case 616-007, November 2015. (Revised April 2017.)
      • 2015
      • Case

      Advanced Leadership Pathways: Robert Meaney and Technology for Agriculture in Sub-Saharan Africa

      By: Rosabeth Moss Kanter and Renee Vuillaume
      Two Valmont Industries (an international leader in infrastructure products and services) colleagues, Robert (Bob) Meaney and Richard Berkland hoped to improve the lives of small and medium-sized farmers in the developing world through modern irrigation technology. In... View Details
      Keywords: Developing World; Farm; Farming; Small-scale Farmers; Agriculture; Agricultural Production; Water Management; Water; Leadership Skills; Agribusiness; Information Technology; Technology Adoption; Leadership; Development Economics; Developing Countries and Economies; Agriculture and Agribusiness Industry; Africa; Ghana; Tanzania; Rwanda
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      Kanter, Rosabeth Moss, and Renee Vuillaume. "Advanced Leadership Pathways: Robert Meaney and Technology for Agriculture in Sub-Saharan Africa." Harvard Business Publishing Case 316-059, 2015. (Harvard Advanced Leadership Initiative.)
      • October 2015
      • Case

      Bigbelly

      By: Mitch Weiss and Christine Snively
      To accelerate Bigbelly's sales growth and its "smart cities" positioning, its CEO planned to shift his company from equipment sales to a subscription service. Jack Kutner hoped to re-position Bigbelly's solar-powered trash compacting stations beyond trash and recycling... View Details
      Keywords: Public Entrepreneurship; Smart Cities; Government Innovation; Internet Of Things; IoT; Anything As A Service; Platform As A Service; Infrastructure As A Service; PaaS; Xaas; Bigbelly; Jack Kutner; B2G; Civic Innovation; City Innovation; Government Technology; Govtech; Civic Technology; Entrepreneurship; Sales; Innovation and Invention; Digital Platforms; Internet and the Web; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; Massachusetts; United States; Boston; Chicago; Philadelphia; New York (city, NY)
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      Weiss, Mitch, and Christine Snively. "Bigbelly." Harvard Business School Case 816-005, October 2015.
      • Article

      Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case

      By: Robert Lagerström, Carliss Y. Baldwin and Alan MacCormack
      In this paper, we test a Design Structure Matrix (DSM) based method for visualizing and measuring software portfolio architectures. Our data is drawn from a power utility company, comprising 192 software applications with 614 dependencies between them. We show that the... View Details
      Keywords: Applications and Software; Infrastructure; Utilities Industry
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      Lagerström, Robert, Carliss Y. Baldwin, and Alan MacCormack. "Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case." Special Issue on DSM Conference 2014. Journal of Modern Project Management 3, no. 2 (September–December 2015): 114–121.
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