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May 2023
Teaching Note

Away: Scaling a DTC Travel Brand

By: Joseph B. Fuller and Jill Avery

Teaching Note for HBS Case No. 520-051. Away, a direct-to-consumer, digital native e-commerce seller of travel luggage, is debating how to invest its latest round of venture funding. How quickly could and should Away scale and what were the most promising growth... View Details

Keywords: Distribution; Growth and Development Strategy; E-commerce; Segmentation; Venture Capital; Consumer Products Industry

August 2014
Case

Rent the Runway (Abridged)

By: Thomas R. Eisenmann, Brent Goldfarb and David A. Kirsch

Two months after a successful launch In November 2009, the cofounders of Rent the Runway (RTR), a website that rented designer dresses, are debating whether to grow their startup at a measured pace and focus on improving operational effectiveness, or raise a new round... View Details

Keywords: Lean Startup; Electronic Commerce; Fashion; Expansion; Business Startups; Growth and Development Strategy; E-commerce; Fashion Industry

November 2004 (Revised July 2006)
Case

Patrimonio Hoy

By: Arthur I Segel, Michael Chu and Gustavo Herrero

Patrimonio Hoy is a program targeting the housing needs of the low-income population by CEMEX, a major Mexican company and a leading global cement producer. Originally conceived as a project to understand the customers in the self-construction segment better, a major... View Details

Keywords: Housing; Construction; Product Design; Globalized Firms and Management; Microfinance; Income; Market Entry and Exit; Emerging Markets; Entrepreneurship; Construction Industry; Mexico

August 2000 (Revised September 2005)
Case

Omnitel Pronto Italia

By: Rajiv Lal, Carin-Isabel Knoop and Suma Raju

Describes the situation faced by Omnitel soon after launching its mobile telecommunication services in Italy in December 1995. Competing against the Italian monopoly, TIM, Omnitel had positioned its services to be better on the quality dimension. However, sales were... View Details

Keywords: Customer Satisfaction; Marketing Channels; Marketing Strategy; Product Positioning; Market Entry and Exit; Product Development; Sales; Competition; Segmentation; Value Creation; Telecommunications Industry; Italy

April 2018
Teaching Note

InsideSales.com (A) and (B)

By: Frank Cespedes

Teaching Note for HBS Nos. 817-018 and 817-042. InsideSales.com (ISC) has been successful selling its software to small- and medium-sized businesses (SMB). But for various reasons, the founders see “the next stage of growth” as building a scalable sales and service... View Details

Keywords: Corporate Entrepreneurship; Organizational Change and Adaptation; Organizational Design; Customer Relationship Management; Growth Management; Marketing Strategy; Salesforce Management; Talent and Talent Management; Technology Industry

August 2021 (Revised March 2022)
Case

Camera IQ and the Metaverse: Building Augmented Reality Brand Experiences

By: Jill Avery and Rayan Nahas

Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales... View Details

April 2024
Article

Detecting Routines: Applications to Ridesharing CRM

By: Ryan Dew, Eva Ascarza, Oded Netzer and Nachum Sicherman

Routines shape many aspects of day-to-day consumption. While prior work has established the importance of habits in consumer behavior, little work has been done to understand the implications of routines—which we define as repeated behaviors with recurring, temporal... View Details

Keywords: Ride-sharing; Routine; Machine Learning; Customer Relationship Management; Consumer Behavior; Segmentation

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February 1997 (Revised April 1998)
Case

first direct (A)

By: Jeffrey F. Rayport

Describes the operations and strategy of the world's largest, fastest growing branchless bank. Using a person-to-person interface over conventional phone lines, First Direct provides standard banking and related financial products to nearly 700,000 customers throughout... View Details

Keywords: Service Delivery; Customer Satisfaction; Banks and Banking; Innovation and Invention; Banking Industry; United Kingdom

January 2019
Teaching Note

Pricing PatientPing

By: Frank V. Cespedes

Teaching Note for HBS No. 818-017. PatientPing sells a software platform that allows health care providers to receive real-time notifications (“pings”) when one of their patients is admitted to or discharged from a health-care facility. The platform facilitates... View Details

Keywords: Pricing; Health Tech; Health Technology; Sales Process; Sales Strategy; Price; Sales; Marketing Strategy; Health Care and Treatment; Health Industry; Technology Industry; United States; Massachusetts

2024
Working Paper

Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization

By: Ta-Wei Huang, Eva Ascarza and Ayelet Israeli

This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details

Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization

October 2019
Case

China Merchants Bank: Ushering in the Era of Family Office in China

By: Lauren Cohen, Hao Gao, Billy Chan and Dawn H. Lau

China Merchants Bank, the sixth-largest lender in China, intends to boost its family office business as a result of an increase in the population of ultra-high net worth individuals. Already ranked China’s number-one private bank with AUM exceeding US$300 billion, the... View Details

Keywords: Family Office; Strategy; Banks and Banking; Organizational Design; Competitive Strategy; Banking Industry; China

January 2007
Case

AMD: A Customer-Centric Approach to Innovation

By: Elie Ofek and Lauren Barley

AMD's launch of the Opteron microprocessor in 2003 has allowed the company to make inroads into the lucrative server segment. A long-time follower to Intel, AMD management felt it was in a position to lead the microprocessor industry in new directions. However, in 2006... View Details

Keywords: Customer Focus and Relationships; Price; Leadership; Brands and Branding; Product Launch; Product Development; Competitive Strategy; Customization and Personalization; Semiconductor Industry

August 2017
Case

RoboTech: Storming into the U.S. Market

By: Christopher A. Bartlett, Rachel Gordon and John J. Lafkas

This case describes the challenges facing the CEO of a small, Singapore-based industrial robotics company that decides to diversify away from its core industrial robot business by leveraging its expertise into the medical-devices industry. It launches an innovative... View Details

Keywords: Market Entry and Exit; Diversification; Product Launch; Competitive Strategy; Globalized Firms and Management; Medical Devices and Supplies Industry; Technology Industry; Singapore; United States

October 2014 (Revised August 2018)
Case

Caesars Entertainment

By: Janice H. Hammond and Aldo Sesia

This case describes the introduction of a regression analysis model for forecasting guest arrivals to Caesars Palace hotel in Las Vegas, Nevada. The company will use the forecast to staff the front desk in the hotel. The staff is unionized and the company has little... View Details

Keywords: Forecasting; Staffing; Gaming; Gaming Industry; Hotel Industry; Decision Making; Forecasting and Prediction; Human Resources; Selection and Staffing; Entertainment; Games, Gaming, and Gambling; Operations; Service Delivery; Service Operations; Accommodations Industry; Travel Industry; Tourism Industry; Food and Beverage Industry; Las Vegas

10 May 2011
Working Paper Summaries

The Impact of Forward-Looking Metrics on Employee Decision Making

Keywords: by Pablo Casas-Arce, F. Asís Martínez-Jerez & V.G. Narayanan; Banking

March 2004 (Revised March 2005)
Case

Oscar de la Renta

By: Bharat N. Anand, Elizabeth Lea Carpenter and Samhita Patwardhan Jayanti

Over three decades, Oscar de la Renta (ODLR) had established itself as one of the premier luxury brands in America. Its mainstay business had always been producing and marketing high-priced, couture/ready-to-wear luxury goods. Now, in September 2003, it faced a series... View Details

Keywords: Business Conglomerates; Borrowing and Debt; Growth and Development Strategy; Brands and Branding; Production; Family Ownership; Luxury; Competition; Diversification; Expansion; United States

September 2010 (Revised February 2011)
Case

Red Lobster

By: David E. Bell and Jason Riis

Red Lobster, a 40-year-old chain of seafood restaurants, has just completed some market research revealing an opportunity to shift its target customer segment. The chain is in the final stages of a 10-year plan of rejuvenation under CEO Kim Lopdrup. When he took over... View Details

Keywords: Advertising; Customer Satisfaction; Marketing Strategy; Consumer Behavior; Research; Segmentation; Food and Beverage Industry

14 Dec 2007
Op-Ed

When Your Product Becomes a Commodity

segments. Marketers can focus on providing applications expertise for less price-sensitive customer segments for whom the product is still important. However you approach commoditization, try to innovate at... View Details

Keywords: by John Quelch

July–August 2013
Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie

As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details

Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior

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July 2012 (Revised July 2015)
Case

Nalli Silk Sarees (A)

By: V.G. Narayanan, Namrata Arora and Vidhya Muthuram

Nalli Silk Sarees Private Limited was a family owned and operated business that retailed Indian ethnic wear. This 83-year-old company had enjoyed impressive growth with a $95 million turnover, a 22-store retail footprint, and had outdone its competitors by being the... View Details

Keywords: Pricing Strategy; Price; Strategy; Family Business; Growth and Development; Brands and Branding; Growth and Development Strategy; Expansion; Competitive Strategy; Apparel and Accessories Industry; India

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