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- May 2021 (Revised February 2024)
- Teaching Note
THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)
By: Ayelet Israeli and Jill Avery
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Fashion Industry; Fashion Industry; Fashion Industry; United States
- 15 May 2012
- First Look
First Look: May 15
Apartment Rental Market Peter A. Coles, Joshua Gans, and Wei-Yuan YuHarvard Business School Case 912-009 Jon Pastor and Lawrence Zhou were inspired by the same problem: the Internet was surprisingly unhelpful in the hunt for an apartment.... View Details
Keywords: Carmen Nobel
- March 17, 2021
- Other Article
Beyond Pajamas: Sizing Up the Pandemic Shopper
By: Ayelet Israeli, Eva Ascarza and Laura Castrillo
A first look at how the COVID-19 pandemic impacted e-commerce apparel shopping in the US and the UK. Extensive analysis and interactive graphics utilizing millions of transactions.
While the pandemic is still playing out, our preliminary investigations... View Details
While the pandemic is still playing out, our preliminary investigations... View Details
Keywords: Retail; Retail Analytics; Consumer; Pandemic; COVID; COVID-19; Apparel; Ecommerce; Online Shopping; Online Apparel; Online Sales; Returns; CRM; Customer Retention; Customer Experience; Customer Value; Digital; Customer Focus and Relationships; Customers; Health Pandemics; Consumer Behavior; Customer Relationship Management; Internet and the Web; Behavior; E-commerce; Retail Industry; Retail Industry; Retail Industry; United States; United Kingdom
Israeli, Ayelet, Eva Ascarza, and Laura Castrillo. "Beyond Pajamas: Sizing Up the Pandemic Shopper." Harvard Business School Working Knowledge (March 17, 2021).
- October 2023
- Case
CornerUp: Digitizing the Corner Store
By: Álvaro Rodríguez Arregui, Stacy Straaberg and Diego Zainos De La Sota Riva
In July 2023, Jason Diaz, co-founder and CEO of CornerUp, assessed the progress of his business-to-business e-procurement software application (app) startup, founded in January 2022. CornerUp began as a fast-moving consumer packaged goods (FMCG) distributor in New York... View Details
Keywords: Business Growth and Maturation; Business Startups; Small Business; Transition; Decisions; Social Entrepreneurship; Geographic Location; Disruptive Innovation; Market Participation; Digital Platforms; Trust; Business Strategy; Expansion; Information Infrastructure; Internet and the Web; Technology Adoption; Value Creation; Technology Industry; United States
- 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)
- 28 Apr 2015
- First Look
First Look: April 28
Publications April 2015 HarperBusiness Strategy Rules: Five Timeless Lessons from Bill Gates, Andy Grove, and Steve Jobs By: Yoffie, David B., and Michael A. Cusumano Abstract—The authors of the bestselling Competing on Internet Time (a... View Details
Keywords: Sean Silverthorne
- 07 Apr 2015
- First Look
First Look: April 7
Digital Platform: A Playbook for Strategists By: Edelman, Benjamin G. Abstract—The ubiquity of Internet access has caused a sharp rise in the number of businesses offering platforms that connect users for communication or commerce.... View Details
Keywords: Sean Silverthorne
- 01 Feb 2011
- First Look
First Look: Feb. 1
venture-funded startups in the networking/data communications industry sectors reveals that those startups that participate in an open standards community, such as the Internet Engineering Task Force (IETF),... View Details
- January 2018
- Supplement
Scaling Swagbucks (B)
By: Jeffrey F. Rayport and Matthew G. Preble
“Swagbucks (B),” HBS No. 817123, picks up in mid-2014 following the events described in “Swagbucks (A),” HBS No 817122. Davis and Gorowitz were successful in their efforts to position the company for scale without negatively affecting the company’s foundational... View Details
Keywords: Loyalty Management; Scaling; Scale; Entrepreneurship; Human Resources; Employees; Employee Relationship Management; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Leading Change; Growth Management; Religion; Information Technology; Internet and the Web; Transition; Leadership; Web Services Industry; Web Services Industry
Rayport, Jeffrey F., and Matthew G. Preble. "Scaling Swagbucks (B)." Harvard Business School Supplement 818-071, January 2018.
- October 2013
- Case
Rhythm & Blues
By: Willy Shih
The bankruptcy filing of Rhythm & Hues, who received an Oscar for the arresting visual effects in Life of Pi, raised questions about the challenges faced by the firms like it as well as the broader post-production industry. The rapid pace of technology certainly... View Details
Keywords: Post-production; Visual Effects; Digital; Entertainment; Animation Entertainment; Film Entertainment; Television Entertainment; Theater Entertainment; Job Cuts and Outsourcing; Information Technology; Internet and the Web; Applications and Software; Information Infrastructure; Motion Pictures and Video Industry; Los Angeles
- January 2020
- Case
The June Oven
By: Leonard A. Schlesinger and Christian Godwin
The June Oven was a smart oven which was capable of identifying food and cooking it accordingly. This type of smart oven represented the next step in the long history of oven and stove development. Due to the widespread use of traditional ovens, the market for the June... View Details
Keywords: Business Ventures; Trends; Customers; Design; Entrepreneurship; Food; Goods and Commodities; Innovation and Invention; Marketing; Brands and Branding; Demand and Consumers; Distribution; Product Development; Sales; Information Technology; Internet and the Web; Applications and Software; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; United States
Schlesinger, Leonard A., and Christian Godwin. "The June Oven." Harvard Business School Case 320-067, January 2020.
- 09 Nov 2006
- Research & Ideas
Andy Grove: A Biographer’s Tale
couldn't be a demonstration of affection because the Russians would think, gee, is this one making for the border? You didn't know whether you were going to get across the border or not. There was no Internet to give you border conditions... View Details
- April 2019
- Case
Afterpay U.S.: The Omnichannel Dilemma
By: Antonio Moreno, Donald Ngwe and George Gonzalez
In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details
Keywords: Omnichannel Retail; Multi-sided Platforms; Value Creation; Business Model Innovation; Fintech; Digital Marketing; Disruptive Innovation; Business Startups; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Change Management; Customer Value and Value Chain; Customer Relationship Management; Customer Satisfaction; Financing and Loans; Microfinance; Global Strategy; Marketing Channels; Brands and Branding; Marketing Strategy; Market Entry and Exit; Digital Platforms; Product Development; Supply Chain Management; Business and Stakeholder Relations; Networks; Network Effects; Internet and the Web; Financial Services Industry; Financial Services Industry; Financial Services Industry; United States; Australia
Moreno, Antonio, Donald Ngwe, and George Gonzalez. "Afterpay U.S.: The Omnichannel Dilemma." Harvard Business School Case 519-086, April 2019.
- August 2022
- Case
SuperRare: Turning an NFT Marketplace into a DAO
By: Jeffrey J. Bussgang, Scott Duke Kominers and Amy Klopfenstein
In June 2021, John Crain and Jonathan Perkins, the founders of SuperRare, a marketplace for non-fungible tokens (NFTs), contemplate whether to transform their company into a decentralized autonomous organization (DAO). Crain and Perkins founded SuperRare in 2018 to... View Details
Keywords: NFTs; Crypto Economy; Alternative Assets; DAOs; Arts; Governance; Governance Controls; Governing Rules, Regulations, and Reforms; Information Technology; Technology Adoption; Internet and the Web; Digital Platforms; Innovation and Invention; Technological Innovation; Disruptive Innovation; Finance; Currency; Investment; Markets; Auctions; Bids and Bidding; Demand and Consumers; Network Effects; Market Design; Market Transactions; Market Timing; Web Services Industry; North and Central America; United States
Bussgang, Jeffrey J., Scott Duke Kominers, and Amy Klopfenstein. "SuperRare: Turning an NFT Marketplace into a DAO." Harvard Business School Case 823-027, August 2022.
- February 2025
- Case
Managing Complexity at mymuesli
By: Thomas Graeber and Stacy Straaberg
In April 2009, direct-to-consumer e-commerce muesli brand mymuesli faced a flood of customer questions. The breakfast cereal startup enabled users to order personalized muesli on its website by choosing from 75 organic ingredients for a total of 566 quadrillion... View Details
- March 2023 (Revised June 2023)
- Teaching Note
Ransomware Attack at Springhill Medical Center
By: Suraj Srinivasan and Li-Kuan (Jason) Ni
Teaching Note for HBS Case No. 123-065. In July, 2019, Springhill Medical Center (“SMC”) in Mobile, Alabama fell prey to a malicious ransomware attack that crippled the hospital’s internal network systems and public-facing web page. While the hospital rushed to... View Details
Keywords: Disruption; Communication; Communication Strategy; Decision Making; Decision Choices and Conditions; Judgments; Corporate Accountability; Corporate Disclosure; Corporate Governance; Governance Controls; Policy; Employees; News; Cybersecurity; Digital Strategy; Information Infrastructure; Information Management; Internet and the Web; Crisis Management; Business or Company Management; Resource Allocation; Risk Management; Negotiation Tactics; Failure; Business and Stakeholder Relations; Attitudes; Behavior; Perception; Reputation; Trust; Public Opinion; Social Issues; Health Industry; Alabama; United States
- March 2021 (Revised February 2025)
- Teaching Note
Afterpay U.S.: The Omnichannel Dilemma
By: Antonio Moreno and Anibha Singh
Teaching Note for HBS Case No. 519-086. In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online... View Details
Keywords: Omnichannel Retail; Digital Marketing; Business Startups; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Change Management; Customer Value and Value Chain; Customer Relationship Management; Customer Satisfaction; Financing and Loans; Microfinance; Global Strategy; Marketing Strategy; Market Entry and Exit; Digital Platforms; Product Development; Supply Chain Management; Business and Stakeholder Relations; Networks; Network Effects; Internet and the Web; Financial Services Industry; Financial Services Industry; United States; Australia
- 15 Feb 2011
- First Look
First Look: Feb. 15
in Internet Search Engines Authors:Benjamin Edelman and Duncan S. Gilchrist Abstract In an online experiment, we measure users' interactions with search engines, both in standard configurations and in modified versions with improved... View Details
Keywords: Sean Silverthorne
- 18 Aug 2009
- First Look
First Look: August 18
Start-up's Midlife Crisis: 99Sushe.com Harvard Business School Case 309-060 Now into their third year at the helm of an Internet start-up in China, Ken Pao and Bill Li were managing a totally different company (with a new name) from the... View Details
Keywords: Martha Lagace
- February 2017
- Case
BlaBlaCar: The Road Ahead...
By: Karim R. Lakhani, Arun Sundararajan, Emilie Billaud and Caroline Caltagirone
In 2017, the co-founders of BlaBlaCar—the world’s largest long-distance carpooling company—reflected on the evolution of their venture and the way forward. BlaBlaCar had reached critical mass and size; yet staying still was not going to be enough to be relevant and... View Details
Keywords: Business Growth and Maturation; Business Startups; Transformation; Decision Making; Values and Beliefs; Growth and Development Strategy; Digital Platforms; Network Effects; Strategic Planning; Competitive Strategy; Expansion; Internet and the Web; Transportation Networks; Transportation Industry; Transportation Industry; France; Europe
Lakhani, Karim R., Arun Sundararajan, Emilie Billaud, and Caroline Caltagirone. "BlaBlaCar: The Road Ahead..." Harvard Business School Case 617-050, February 2017.