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      • January 2019 (Revised October 2019)
      • Case

      Liulishuo: AI English Teacher

      By: John J-H Kim and Shu Lin
      Educators and entrepreneurs alike are excited about the potential for artificial intelligence (AI) and machine learning to change the way learning will look like in the future. There is a confluence of factors such as the availability of large sources of rich,... View Details
      Keywords: AI; Artificial Intelligence; Education Technology; Information Technology; Education; Entrepreneurship; AI and Machine Learning; Education Industry; China
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      Kim, John J-H, and Shu Lin. "Liulishuo: AI English Teacher." Harvard Business School Case 319-090, January 2019. (Revised October 2019.)
      • December 2018 (Revised February 2020)
      • Case

      Fishbowl: Scaling Up

      By: Leslie K. John
      Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and across industry. Unlike many other social media apps, on which users typically present idealized portraits of themselves, on Fishbowl,... 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; Social Media; Communications Industry; Communications Industry; Communications Industry; Communications Industry; Communications Industry; United States
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      John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Case 919-013, December 2018. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
      • December 2018
      • Case

      Choosy

      By: Jeffrey J. Bussgang and Julia Kelley
      Founded in 2017, Choosy is a data-driven fashion startup that uses algorithms to identify styles trending on social media. After manufacturing similar items using a China-based supply chain, Choosy sells them to consumers through its website and social media pages.... View Details
      Keywords: Artificial Intelligence; Algorithms; Machine Learning; Neural Networks; Instagram; Influencer; Fast Fashion; Design; Customer Satisfaction; Customer Focus and Relationships; Decision Making; Cost vs Benefits; Innovation and Invention; Brands and Branding; Product Positioning; Demand and Consumers; Supply Chain; Production; Logistics; Business Model; Expansion; Internet and the Web; Mobile and Wireless Technology; Digital Platforms; Social Media; Technology Industry; Technology Industry; North and Central America; United States; New York (state, US); New York (city, NY)
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      Bussgang, Jeffrey J., and Julia Kelley. "Choosy." Harvard Business School Case 819-054, December 2018.
      • December 2018
      • Case

      Tiantong & Partners: Transforming Litigation Practice in China

      By: Ashish Nanda and Lisa Rohrer
      Jiang Yong founded Tiantong & Partners in 2002, seeking to radically improve the level of litigation-related services in China. By 2015, Tiantong was the premier Chinese litigation firm with the highest per lawyer revenues. The firm focused exclusively on high-stakes... View Details
      Keywords: Law Firm; Law Firms; Growth; Legal Industry; Regulation; Professional Services; Law; Lawsuits and Litigation; Internet and the Web; Growth and Development; Strategy; Entrepreneurship; Decision Choices and Conditions; Legal Services Industry; China
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      Nanda, Ashish, and Lisa Rohrer. "Tiantong & Partners: Transforming Litigation Practice in China." Harvard Business School Case 719-457, December 2018.
      • November 2018 (Revised June 2019)
      • Case

      ofo

      By: Mitchell Weiss
      Dai Wei and his co-founders grew Beijing-based ofo from a school-based startup to a bike-share behemoth in a matter of months, topped an all-out market-share battle fueled with almost $1 billion in venture capital, provided 2 billion bicycle rides, soaked up the... View Details
      Keywords: Ofo; Bikeshare; Scale; Platforms; Government As A Platform; Platform Mechanics; Dai Wei; Dockless Bikes; Mobike; Bike-share; Online-to-offline; Mobility; Digital Platforms; Infrastructure; Transportation; Bicycle Transportation; Growth and Development Strategy; Bicycle Industry; China; Beijing
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      Weiss, Mitchell. "ofo." Harvard Business School Case 819-063, November 2018. (Revised June 2019.)
      • November 2018 (Revised April 2019)
      • Case

      Nike: Changing the Sneakers Game

      By: Anita Elberse, Bryce Aiken and Howard Johnson
      “Our goal is to be the kind of start-up that would terrify Nike—if Nike didn’t already own us.” Ron Faris, general manager of S23NYC, a Manhattan-based digital studio owned by sports apparel giant Nike, is on the phone with Adam Sussman, Nike’s chief digital officer.... View Details
      Keywords: Digital Technology; Apparel; Fashion; Superstar; Innovation; General Management; Mobile and Wireless Technology; Strategy; Marketing Strategy; Innovation and Invention; Management; Sports; Entertainment; Digital Strategy; Apparel and Accessories Industry
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      Elberse, Anita, Bryce Aiken, and Howard Johnson. "Nike: Changing the Sneakers Game." Harvard Business School Case 519-039, November 2018. (Revised April 2019.)
      • November 2018
      • Case

      Swissgrid: Enterprise Risk Management in a Digital Age

      By: Robert S. Kaplan and Anette Mikes
      Kurt Meyer, chief risk officer of Swissgrid, the Swiss national electricity transmission system operator, reflects on the risk management system he installed after the deregulation and liberalization of the European energy market. With 41 connections to other European... View Details
      Keywords: Enterprise Risk Management; Energy Transmission; Risk and Uncertainty; Risk Management; Energy; Energy Industry; Energy Industry; Switzerland
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      Kaplan, Robert S., and Anette Mikes. "Swissgrid: Enterprise Risk Management in a Digital Age." Harvard Business School Case 119-045, November 2018.
      • October 2018 (Revised September 2020)
      • Case

      Testing Autonomy in Pittsburgh

      By: Mitchell Weiss and Brittany Urick
      Pittsburgh’s mayor had been among the first to welcome self-driving vehicles but was now one of many needing to react after a pedestrian fatality involving an autonomous Uber in Arizona. He had originally preferred to roll out “the red carpet” instead of the “red... View Details
      Keywords: Public Entrepreneurship; Government Innovation; Government Experimentation; Autonomous Vehicles; Mayor; Mayor Peduto; Cities; Mobility; Automation; Uber; Argo Ai; Aurora Innovation; Aptiv; Entrepreneurship; Public Sector; Innovation and Invention; Transportation; City; Safety; Business and Government Relations; Transportation Industry; Transportation Industry; United States; Pennsylvania; Pittsburgh
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      Weiss, Mitchell, and Brittany Urick. "Testing Autonomy in Pittsburgh." Harvard Business School Case 819-059, October 2018. (Revised September 2020.)
      • October 2018
      • Case

      American Family Insurance and the Artificial Intelligence Opportunity

      By: Rajiv Lal and Scott Johnson
      Keywords: Artificial Intelligence; Machine Learning; Automation; Analytics; American Family; American Family Insurance; Insurance; Business Organization; Transformation; Talent and Talent Management; Employee Relationship Management; Innovation Strategy; Job Cuts and Outsourcing; Risk and Uncertainty; Mobile and Wireless Technology; Technology Adoption; Internet and the Web; Applications and Software; Corporate Strategy; AI and Machine Learning; Digital Transformation; Insurance Industry; Insurance Industry; Wisconsin
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      Lal, Rajiv, and Scott Johnson. "American Family Insurance and the Artificial Intelligence Opportunity." Harvard Business School Case 519-028, October 2018.
      • October 2018 (Revised July 2023)
      • Case

      Innovation at Uber: The Launch of Express POOL

      By: Chiara Farronato, Alan MacCormack and Sarah Mehta
      Set in March 2018, the case follows ride-sharing company Uber as it develops and launches a new product called Express POOL. This product offers a reduced price to riders willing to carpool, walk a short distance to/from their pick-up and drop-off points, and wait a... View Details
      Keywords: Innovation and Management; Innovation Leadership; Innovation Strategy; Technological Innovation; Information Technology; Mobile and Wireless Technology; Applications and Software; Digital Platforms; Decision Making; Technology Industry; California; San Francisco
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      Farronato, Chiara, Alan MacCormack, and Sarah Mehta. "Innovation at Uber: The Launch of Express POOL." Harvard Business School Case 619-003, October 2018. (Revised July 2023.)
      • September 2018
      • Case

      OYO: Creating Effective Spaces

      By: Das Narayandas, Sunil Gupta, Rachna Tahilyani and Mahima Rao-Kachroo
      Twenty-four-year old Ritesh Agarwal, founder and CEO of India-based online hotel branding network OYO Rooms, has tackled the issue of unreliability in India's highly fragmented budget hotel industry. In 2018, OYO branded 8,500 properties across 200 cities and managed... View Details
      Keywords: Technology; Accomodation; App Development; Operations And Processes; Innovation; Strategy; Change Management; Entrepreneurship; Information Technology; Research; Marketing; Operations; Innovation Strategy; Sales; Accommodations Industry; India; South Asia
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      Narayandas, Das, Sunil Gupta, Rachna Tahilyani, and Mahima Rao-Kachroo. "OYO: Creating Effective Spaces." Harvard Business School Case 519-023, September 2018.
      • September 2018 (Revised January 2020)
      • Case

      Apple Pay and Mobile Payments in Australia (A)

      By: Feng Zhu, Susan Athey and David Lane
      In summer 2016, four of Australia’s top five banks petitioned regulators for permission to bargain collectively with Apple over the terms under which they would support its digital wallet, Apple Pay. They argued that doing so would force concessions from Apple that... View Details
      Keywords: Payment Methods; Mobile Payment; Apple; Banks and Banking; Cooperation; Problems and Challenges; Policy; Digital Platforms; Banking Industry; Australia
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      Zhu, Feng, Susan Athey, and David Lane. "Apple Pay and Mobile Payments in Australia (A)." Harvard Business School Case 619-010, September 2018. (Revised January 2020.)
      • September 2018 (Revised January 2020)
      • Supplement

      Apple Pay and Mobile Payments in Australia (B)

      By: Feng Zhu, Susan Athey and David Lane
      Supplements the (A) case. View Details
      Keywords: Payment Methods; Mobile Payment; Apple; Banks and Banking; Cooperation; Problems and Challenges; Policy; Digital Platforms; Banking Industry; Australia
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      Zhu, Feng, Susan Athey, and David Lane. "Apple Pay and Mobile Payments in Australia (B)." Harvard Business School Supplement 619-011, September 2018. (Revised January 2020.)
      • August 2018 (Revised September 2019)
      • Case

      Magnus Resch: Transforming the Art Market Through Transparency

      By: Henry McGee and Sarah Mehta
      Economist and entrepreneur Magnus Resch was on a mission to make the art market more transparent. To that end, in 2014, he began building the Magnus app, which catalogued the price and transaction history of millions of works of art. Users could download the app, take... View Details
      Keywords: Art Market; Transparency; Art Pricing; Business Startups; Decision Making; Innovation Strategy; Culture; Business Strategy; Mobile Technology; Fine Arts Industry; Fine Arts Industry
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      McGee, Henry, and Sarah Mehta. "Magnus Resch: Transforming the Art Market Through Transparency." Harvard Business School Case 319-002, August 2018. (Revised September 2019.)
      • August 2018 (Revised February 2023)
      • Case

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Jill Avery and Ayelet Israeli
      As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Health Industry; United States; North America; Europe
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      Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
      • July 2018 (Revised January 2021)
      • Case

      RunKeeper

      By: Shikhar Ghosh and Shweta Bagai
      The case examines the focus of an early stage company and how venture capital can distort a founder’s view. It encompasses issues such as financing, understanding the founders’ definition of success/failure, defining and pivoting a business model, and determining the... View Details
      Keywords: Early Stage Funding; Pivot; Entrepreneurship; Venture Capital; Business Model; Health Industry
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      Ghosh, Shikhar, and Shweta Bagai. "RunKeeper." Harvard Business School Case 819-020, July 2018. (Revised January 2021.)
      • July 2018
      • Article

      Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India

      By: Satchit Balsari, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH and Tarun Khanna
      In February 2018, the Government of India announced a massive public health insurance scheme extending coverage to 500 million citizens, in effect making it the world’s largest insurance program. To meet this target, the government will rely on technology to... View Details
      Keywords: Health Information Exchange; India; Health APIs; Health Care and Treatment; Information; Analytics and Data Science; Information Technology; Health Industry; India
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      Balsari, Satchit, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH, and Tarun Khanna. "Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India." Journal of Medical Internet Research 20, no. 7 (July 2018).
      • June 2018 (Revised January 2020)
      • Case

      Voice War: Hey Google vs. Alexa vs. Siri

      By: David B. Yoffie, Liang Wu, Jodie Sweitzer, Denzil Eden and Karan Ahuja
      By early 2018, voice-controlled intelligent assistants had become a major new front in the battle between the giants of the technology sector. "Voice War" focuses on Alphabet’s strategy for Google Assistant, its entrant in the voice assistant space, and asks how the... View Details
      Keywords: Alphabet; Amazon; Apple; Strategy; Technology; Intelligent Assistants; Smart Speaker; Voice Assistants; Voice; Platform; Technology Adoption; Digital Platforms; Competitive Strategy; Product Positioning; Technology Industry
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      Yoffie, David B., Liang Wu, Jodie Sweitzer, Denzil Eden, and Karan Ahuja. "Voice War: Hey Google vs. Alexa vs. Siri." Harvard Business School Case 718-519, June 2018. (Revised January 2020.)
      • April 2018
      • Supplement

      $19B 4 txt app WhatsApp...omg! (B)

      By: David B. Yoffie and Aakash Mehta
      This case provides a brief update on Facebook's acquisition of WhatsApp. View Details
      Keywords: Technology; Strategy; Network Effects; Technology Industry
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      Yoffie, David B., and Aakash Mehta. "$19B 4 txt app WhatsApp...omg! (B)." Harvard Business School Supplement 718-513, April 2018.
      • April 2018
      • Supplement

      Flipkart (B): The Ongoing Battle for India's E-Commerce Market

      By: Sunil Gupta, Das Narayandas and Rachna Tahilyani
      In 2017, both Flipkart and Amazon claimed leadership position in India's recently concluded key annual festive season sale, but it was too early to declare victory. Amazon continues to invest heavily in India. Competition from newer players is increasing. Media reports... View Details
      Keywords: Digital Platforms; Internet and the Web; Competition; Retail Industry; India
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      Gupta, Sunil, Das Narayandas, and Rachna Tahilyani. "Flipkart (B): The Ongoing Battle for India's E-Commerce Market." Harvard Business School Supplement 518-097, April 2018.
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