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  • April 2021
  • Case

Buy Online, Pickup in Store: Evaluating an Omnichannel Intervention in Retail

By: Antonio Moreno, Santiago Gallino and Amy Klopfenstein
In October 2018, fashion, wellness, and beauty retailer Sylvarella implemented a Buy Online, Pickup in Store (BOPS) program in an attempt to counteract a sales decline. While BOPS had the potential to meet customer expectations for a seamless order and fulfillment... View Details
Keywords: Operations; Service Delivery; Logistics; Infrastructure; Distribution Channels; Order Taking and Fulfillment; Analysis; Retail Industry; Retail Industry; United States; Canada
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  • January 2021 (Revised March 2021)
  • Case

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Jill Avery, Ayelet Israeli and Emma von Maur
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; Preference Prediction; 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; Retail Industry; Retail Industry; Retail Industry; Retail Industry; United States
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  • February 2019
  • Case

Miroglio Fashion (A)

By: Sunil Gupta and David Lane
Francesco Cavarero, chief information officer of Miroglio Fashion, Italy’s third-largest retailer of women’s apparel, was trying to bring analytical rigor to the company’s forecasting and inventory management decisions. But fashion is inherently hard to predict. Can... View Details
Keywords: Inventory Management; Demand Forecasting; Artificial Intelligence; Machine Learning; Forecasting and Prediction; Operations; Management; Decision Making; AI and Machine Learning; Apparel and Accessories Industry; Fashion Industry
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  • 25 Apr 2023
  • Op-Ed

How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model

Two China-based retail platforms, SHEIN and Temu, are getting a huge amount of attention in the fashion industry these days. I believe that the significance of these platforms goes way beyond the ability to give consumers trendy,... View Details
Keywords: by John Deighton; Retail; Retail; Retail
  • 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; Retail Industry; Retail Industry; Retail Industry; Retail Industry; United States
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  • April 2005 (Revised May 2005)
  • Case

Exel PLC--Supply Chain Management at Haus Mart

By: Zeynep Ton and Steven C. Wheelwright
Exel plc is a global third-party logistics provider, serving clients such as Home Depot, Dell, Unilever, and Marks & Spencer. Describes the range of activities Exel performs for its clients and the capabilities the company has developed. Exel traditionally focused on... View Details
Keywords: Job Cuts and Outsourcing; Supply Chain Management; Logistics
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  • 25 Jan 2022
  • Cold Call Podcast

How Footwear Startup Allbirds is Decarbonizing Fashion

Keywords: Re: Michael W. Toffel
  • August 2021 (Revised October 2024)
  • Case

Allbirds: Decarbonizing Fashion

By: Michael W. Toffel, Kenneth P. Pucker and Eren Kuzucu
The Allbirds: Decarbonizing Fashion (A) case introduces Allbirds as a footwear startup not only focused on simple design, comfort, and sustainable natural materials but on decarbonizing the wider fashion industry. Background material highlights the growing... View Details
Keywords: Decarbonization; Climate Impact; Environmental Strategy; Innovation; Product Design; Supply Chain Management; Innovation Strategy; Innovation and Management; Product Development; Climate Change; Environmental Management; Environmental Sustainability; Apparel and Accessories Industry; Fashion Industry; United States; California
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  • April 2025
  • Teaching Note

Allbirds: Decarbonizing Fashion (A) and (B)

By: Michael W. Toffel, Ken Pucker and Stacy Straaberg
Teaching Note for HBS Case Nos. 622-024, 625-004, 625-005, and 625-702. The Allbirds: Decarbonizing Fashion (A) case introduces Allbirds as a footwear startup not only focused on simple design, comfort, and sustainable natural materials but on decarbonizing the wider... View Details
Keywords: Decarbonization; Climate Impact; Environmental Strategy; Innovation; Product Design; Supply Chain Management; Innovation Strategy; Innovation and Management; Product Development; Climate Change; Environmental Management; Environmental Sustainability; Business Startups; Initial Public Offering; Knowledge Sharing; Apparel and Accessories Industry; Fashion Industry; United States; California
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  • 13 Mar 2017
  • Research & Ideas

Hiding Products From Customers May Ultimately Boost Sales

selling season may cause the customer to pass on buying a product that she really liked, only to find out that she doesn’t like any of the subsequent products either,” Ferreira says. Beyond flash sales and fast fashion, the research has... View Details
Keywords: by Carmen Nobel; Retail; Retail
  • April 2025
  • Supplement

Allbirds: Decarbonizing Fashion PowerPoint Supplement

By: Michael W. Toffel, Ken Pucker and Stacy Straaberg
The Allbirds: Decarbonizing Fashion (A) case introduces Allbirds as a footwear startup not only focused on simple design, comfort, and sustainable natural materials but on decarbonizing the wider fashion industry. Background material highlights the growing... View Details
Keywords: Decarbonization; Climate Impact; Environmental Strategy; Innovation; Product Design; Supply Chain Management; Innovation Strategy; Innovation and Management; Product Development; Climate Change; Environmental Management; Environmental Sustainability; Apparel and Accessories Industry; Fashion Industry; United States; California
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  • 19 Jan 2023
  • Research & Ideas

What Makes Employees Trust (vs. Second-Guess) AI?

from retailers and hospitals to financial firms, as they decide not only how much to invest in AI, but how decision makers can use the technology to their advantage. Understanding how algorithms work to make recommendations—and knowing... View Details
Keywords: by Rachel Layne
  • 15 Nov 2022
  • Op-Ed

Why TikTok Is Beating YouTube for Eyeball Time (It’s Not Just the Dance Videos)

to a body positivity rebranding by the lingerie retailer Victoria’s Secret. Just two weeks later, the cultural moment was amplified when Hulu released a documentary about an association between financier and sex offender Jeffrey Epstein... View Details
Keywords: by John Deighton and Leora Kornfeld
  • 28 Nov 2005
  • Research & Ideas

Unilever: Transformation and Tradition

from a fast-growing "miracle" economy into one afflicted by recession and inflation. Unilever found itself burdened by low-margin businesses. The growing strength of European retailers and private labels undermined the... View Details
Keywords: by Geoffrey Jones; Consumer Products
  • 15 Apr 2002
  • Research & Ideas

In the Virtual Dressing Room Returns Are A Real Problem

for casual apparel, such as from Eddie Bauer or Lands' End, returns have been reported in the 12-18 percent range; for more fitted fashions, 20-28 percent; and for high fashion, they have been reported to have been as high as 35 percent.... View Details
Keywords: by Jan Hammond & Kristin Kohler; Retail; Retail; Retail; Retail; Retail
  • 18 Jul 2005
  • Research & Ideas

Identify Emerging Market Opportunities

South Africa, for example, the government's support for the transfer of assets to the historically disenfranchised native African community—a laudable social objective—has affected the development of the capital market. Such transfers usually price assets in an... View Details
Keywords: by Tarun Khanna, Krishna G. Palepu & Jayant Sinha
  • 05 Mar 2014
  • What Do You Think?

When Will the Next Dot.com Bubble Burst?

fashion, our management nursed the money through the worst of the downturn. The story doesn't end there. On our way out we were introduced to the management and directors of the startup that had the room reserved after us, kozmo.com.... View Details
Keywords: by James Heskett; Retail; Retail
  • 08 Jul 2008
  • First Look

First Look: July 8, 2008

is a time-honored approach, particularly in media and entertainment. When space is limited on store shelves and in traditional distribution channels, producers tend to focus on a few likely best sellers, hoping that one or two big hits will carry the rest of their... View Details
Keywords: Martha Lagace

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