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  • October 2021 (Revised June 2022)
  • Case

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli
PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details
Keywords: Artificial Intelligence; Pricing; Pricing Algorithm; Pricing Decisions; Pricing Strategy; Pricing Structure; Promotion; Promotions; Online Marketing; Data-driven Decision-making; Data-driven Management; Retail; Retail Analytics; AI; Price; Advertising Campaigns; Analytics and Data Science; Analysis; Digital Marketing; Budgets and Budgeting; Marketing Strategy; Marketing; Transformation; Decision Making; AI and Machine Learning; Retail Industry; Italy
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Israeli, Ayelet. "PittaRosso: Artificial Intelligence-Driven Pricing and Promotion." Harvard Business School Case 522-046, October 2021. (Revised June 2022.)
  • 2001
  • Working Paper

Airbus vs. Boeing in Superjumbos: Credibility and Preemption

By: Benjamin C. Esty and Pankaj Ghemawat
In December 2000, Airbus formally committed to spend $12 billion to develop and launch a 555-seat superjumbo plane known as the A380. Prior to and after Airbus’ commitment, Boeing started and canceled several initiatives aimed at developing a “stretch jumbo” with... View Details
Keywords: Air Transportation; Product Development; Market Entry and Exit; Valuation; Game Theory
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Esty, Benjamin C., and Pankaj Ghemawat. "Airbus vs. Boeing in Superjumbos: Credibility and Preemption." Harvard Business School Working Paper, No. 02-061, February 2002.
  • September 1991 (Revised December 1993)
  • Case

Tombow Pencil Co. Ltd.

Tombow Pencil Co. Ltd., one of Japan's two premier pencil manufacturers, has been using a subcontractor network in order to respond to changing market conditions. The system currently faces a new challenge as Tombow moves to address a volatile business market for... View Details
Keywords: Production; Supply Chain Management; Manufacturing Industry; Japan
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Mishina, Kazuhiro. "Tombow Pencil Co. Ltd." Harvard Business School Case 692-011, September 1991. (Revised December 1993.)
  • 28 Mar 2023
  • Cold Call Podcast

BMW’s Decarbonization Strategy: Sustainable for the Environment and the Bottom Line

Keywords: Re: Shirley Lu; Transportation; Auto; Battery
  • December 2014 (Revised October 2017)
  • Case

Dow: Breakthroughs to World Challenges

By: Michael E. Porter, Mark R. Kramer and Annelena Lobb
Dow had adopted the "Breakthroughs to World Challenges" (BWC) program as part of its ten-year 2015 Sustainability Goals. BWC was an internal award recognizing products that effectively addressed one of five world challenges: energy and climate change, sustainable water... View Details
Keywords: Value Creation; Strategy; Social Issues; Entrepreneurship
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Porter, Michael E., Mark R. Kramer, and Annelena Lobb. "Dow: Breakthroughs to World Challenges." Harvard Business School Case 715-403, December 2014. (Revised October 2017.)
  • June 2021 (Revised October 2021)
  • Case

Nissan's Response to the COVID-19 Pandemic

By: Ananth Raman, William Schmidt and Ann Winslow
In January 2020, Ashwani Gupta took over as COO at Nissan Motor Corporation, and several weeks later, the COVID-19 pandemic began. Nissan’s Business Continuity Plan (BCP) had been key to the resilience of Nissan’s supply chain. It had enabled Nissan to recover from... View Details
Keywords: Operations; Supply Chain Management; Health Pandemics; Auto Industry; Manufacturing Industry; Japan; India
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Raman, Ananth, William Schmidt, and Ann Winslow. "Nissan's Response to the COVID-19 Pandemic." Harvard Business School Case 621-057, June 2021. (Revised October 2021.)
  • January 2021 (Revised March 2021)
  • Supplement

E-Commerce Analytics for CPG Firms (C): Free Delivery Terms

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Grocery Delivery; Margins; Retention; Analytics and Data Science; Analysis; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Spreadsheet Supplement 521-714, January 2021. (Revised March 2021.)
  • January 2021
  • Exercise

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Ecommerce; CRM; Loyalty Management; Assortment Planning; Assortment Optimization; Lifetime Value (LTV); Analytics and Data Science; Analysis; Retention; E-commerce; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Exercise 521-079, January 2021.
  • August 2012
  • Case

Jess Westerly at Kauflauf GmbH

By: John J. Gabarro and Colleen Kaftan
Jess Westerly is the assistant product owner of CRM applications for computer and office supply wholesalers and retailers at Kauflauf, a fast-growing provider of subscription enterprise software headquartered in Heidelberg, Germany. Only months into her job, outsider... View Details
Keywords: Applications and Software; Organizational Culture; Organizational Change and Adaptation; Change Management; Leading Change; Behavior; Salesforce Management; Social and Collaborative Networks; Planning; Web Services Industry; Germany
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Gabarro, John J., and Colleen Kaftan. "Jess Westerly at Kauflauf GmbH." Harvard Business School Brief Case 913-527, August 2012.
  • 21 Feb 2023
  • Research & Ideas

Are Your Employees Passing Up Incentives? Try Promoting the Programs More

Might Also Like: Latest Isn’t Always Greatest: Why Product Updates Capture Consumers Giving Back: Consumers Care More About How Companies Donate Than How Much A Penny for Your Thoughts? For Big-Picture Ideas, the Right Pay Structure... View Details
Keywords: by Scott Van Voorhis
  • July 2006 (Revised October 2006)
  • Case

Lenovo: Building A Global Brand

By: John A. Quelch and Carin-Isabel Knoop
Announced in December 2004, the $1.75 billion acquisition of IBM's PC division by Lenovo, China's largest PC maker, made headlines around the world. A relative upstart in the business, Lenovo acquired the division of IBM that invented the PC in 1981. While Lenovo was... View Details
Keywords: Marketing Strategy; Multinational Firms and Management; Information Infrastructure; Global Strategy; Acquisition; Brands and Branding; Manufacturing Industry; Computer Industry; China
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Quelch, John A., and Carin-Isabel Knoop. "Lenovo: Building A Global Brand." Harvard Business School Case 507-014, July 2006. (Revised October 2006.)
  • 29 Sep 2021
  • Research & Ideas

For Entrepreneurs, Blown Deadlines Can Crush Big Ideas

One might expect first-time entrepreneurs to pick up speed as they churn out more products, but new research finds that nascent firms typically launch second products six weeks later than originally planned. What’s more, with each... View Details
Keywords: by Rachel Layne
  • 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.)
  • May 2024 (Revised February 2025)
  • Case

Lowe's: Improving the Total Home Strategy

By: Elie Ofek, K. Shelette Stewart and Alicia Dadlani
In 2023, Marvin Ellison, CEO of Lowe’s, contemplated enhancements to the company’s Total Home Strategy to accelerate performance and grow market share. In the last five years since becoming CEO, Ellison had championed a turnaround of the company, completing a... View Details
Keywords: Growth and Development Strategy; E-commerce; Competition; Brands and Branding; Business Strategy; Retail Industry; United States; North Carolina
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Ofek, Elie, K. Shelette Stewart, and Alicia Dadlani. "Lowe's: Improving the Total Home Strategy." Harvard Business School Case 524-054, May 2024. (Revised February 2025.)
  • August 2000 (Revised February 2001)
  • Case

Plum Creek Timber (A)

By: Max H. Bazerman, Hannah Bowles, Dov Brachfeld and Jack Troast
Plum Creek Timber Co., the nation's sixth largest private timberland owner and forest products company, must decide whether to enter negotiations with the U.S. government to establish a Habitat Conservation Plan (HCP) on its Pacific Northwest properties for a... View Details
Keywords: Conflict of Interests; Negotiation Process; Negotiation Participants; Environmental Sustainability; Business and Government Relations; Forest Products Industry; United States
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Bazerman, Max H., Hannah Bowles, Dov Brachfeld, and Jack Troast. "Plum Creek Timber (A)." Harvard Business School Case 801-131, August 2000. (Revised February 2001.)
  • August 2022
  • Exercise

Joy4Home Brands: Pricing Matters

By: Elie Ofek, Oded Koenigsberg and Marco Bertini
Joy4Home Brands, the maker of novel houseware items, was gearing up for its launch. The company would be introducing two lines: kitchenware products and storage containers. The initial go-to-market plan called for a direct to consumer (DTC) channel strategy. While... View Details
Keywords: DTC; Pricing Decisions; B2B; Product Marketing; Product Launch; Marketing Strategy; Business Model; Opportunities; Consumer Products Industry
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Ofek, Elie, Oded Koenigsberg, and Marco Bertini. "Joy4Home Brands: Pricing Matters." Harvard Business School Exercise 523-709, August 2022.
  • 11 Aug 2008
  • Research & Ideas

Strategy Execution and the Balanced Scorecard

resource capacity that are necessary to fulfill the sales and production needs of the strategic plan. Without this coupling, operational plans either provide too little or too much capacity for the strategic... View Details
Keywords: by Martha Lagace
  • November 1991 (Revised June 1997)
  • Case

Micom Caribe (A)

By: David M. Upton and Joshua D. Margolis
Describes the Puerto Rican manufacturing plant of a transnational company. The award-winning plant has dramatically improved the quality of flexibility of its operations, by taking a radical approach to manufacturing. The methods center on the use of specific... View Details
Keywords: Business Plan; Multinational Firms and Management; Management Analysis, Tools, and Techniques; Product Launch; Production; Performance Improvement; Quality; Strategy; Manufacturing Industry
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Upton, David M., and Joshua D. Margolis. "Micom Caribe (A)." Harvard Business School Case 692-002, November 1991. (Revised June 1997.)
  • February 2010
  • Background Note

Marketing Analysis Toolkit: Market Size and Market Share Analysis

By: Thomas J. Steenburgh and Jill Avery
Marketers frequently need to estimate the size of their markets—both for existing products so that sales forecasts can be developed and for new products so that market opportunities can be assessed. This toolkit enables students to size a market and generate a sales... View Details
Keywords: Forecasting and Prediction; Management Analysis, Tools, and Techniques; Marketing Strategy; Markets; Demand and Consumers; Size; Strategic Planning; Sales
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Steenburgh, Thomas J., and Jill Avery. "Marketing Analysis Toolkit: Market Size and Market Share Analysis." Harvard Business School Background Note 510-081, February 2010.
  • 16 Aug 2004
  • Research & Ideas

Luxury Isn’t What It Used to Be

refreshing their product lines and extending their brand to more affordable items. Pressure to innovate is intense, says HBS professor Nancy F. Koehn, a business historian and author of Brand New: How Entrepreneurs Earned Consumers' Trust... View Details
Keywords: by Julia Hanna; Consumer Products
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