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  • January 2014 (Revised May 2014)
  • Case

Tech Mahindra and the Acquisition of Satyam Computers (A)

By: Srikant M. Datar, Anjali Raina and Namrata Arora
Set in 2008, the case details Tech Mahindra, an information technology (IT) company within the Mahindra Group, an Indian multi-industry company with a diverse stable of businesses including automotives, farm equipment, and financial services, and its decision to... View Details
Keywords: Acquisition; Corporate Governance; Computer Industry; India
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Datar, Srikant M., Anjali Raina, and Namrata Arora. "Tech Mahindra and the Acquisition of Satyam Computers (A)." Harvard Business School Case 114-049, January 2014. (Revised May 2014.)
  • March 2018 (Revised August 2020)
  • Case

Alaska Airlines: Empowering Frontline Workers to Make It Right

By: Ranjay Gulati, Andrew O'Connell and Caroline de Lacvivier
This case documents the ongoing efforts by Alaska Airlines to enhance its efforts to become more customer centric by empowering its employees using a service framework. It explores how the airline starts with a completely hands-off approach to empowerment in which... View Details
Keywords: Employee Empowerment; Customer Focus and Relationships; Employees; Service Delivery; Organizational Culture; Integration; Air Transportation Industry
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Gulati, Ranjay, Andrew O'Connell, and Caroline de Lacvivier. "Alaska Airlines: Empowering Frontline Workers to Make It Right." Harvard Business School Case 418-063, March 2018. (Revised August 2020.)
  • December 18, 2023
  • Article

Are Everywhere Stores the New Face of Retail?

By: David R. Bell, Santiago Gallino and Antonio Moreno
Historically, customer engagement and product fulfillment occurred in the same place — a traditional retail store. But today, retailers are beginning to explore how they can create opportunities for customers to engage with products in native environments. A related... View Details
Keywords: Customer Focus and Relationships; Consumer Behavior; Distribution; Logistics; Retail Industry
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Bell, David R., Santiago Gallino, and Antonio Moreno. "Are Everywhere Stores the New Face of Retail?" MIT Sloan Management Review (website) (December 18, 2023).
  • March 2006
  • Case

Cabo San Viejo: Rewarding Loyalty

By: Youngme E. Moon, Gail J. McGovern and Seth Schulman
In 2005, Cabo San Viejo, a premier health and fitness spa resort located in Palm Springs, California, is debating whether to introduce a Customer Rewards Program. Describes the customer management challenges the firm is facing and outlines the various ways in which a... View Details
Keywords: Debates; Customer Relationship Management; Marketing Strategy; Problems and Challenges; Adoption; Value Creation; Health Industry; California
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Moon, Youngme E., Gail J. McGovern, and Seth Schulman. "Cabo San Viejo: Rewarding Loyalty." Harvard Business School Case 506-060, March 2006.
  • September 1999 (Revised September 1999)
  • Case

Convergys Corporation

By: Stephen P. Bradley and Kelley Porter
Focuses on the important issue of capturing the synergies between the two sides of the business, Information Management Group (IMG) and Customer Management Group (CMG). In addition, the case also addresses strategic issues from each of the individual businesses. For... View Details
Keywords: Customer Focus and Relationships; Customer Satisfaction; Growth and Development Strategy; Management Practices and Processes; Service Delivery; Service Operations; Strategy; Competitive Strategy; Corporate Strategy; Information Industry; Service Industry
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Bradley, Stephen P., and Kelley Porter. "Convergys Corporation." Harvard Business School Case 700-042, September 1999. (Revised September 1999.)
  • August 2022 (Revised October 2023)
  • Case

Bajaj Finance: Building an Omnipresent Financial Services Firm

By: Das Narayandas and Rachna Tahilyani
Bajaj Finance, India’s largest consumer finance firm with $20.9 billion of assets across 50.5 million customers, is on a journey to transform itself from a traditional firm that sells loans and other financial products through brick-and-mortar outlets to an omnipresent... View Details
Keywords: Financial Institutions; Transformation; Financial Instruments; Customer Satisfaction; Internet and the Web; Customer Focus and Relationships; India
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Narayandas, Das, and Rachna Tahilyani. "Bajaj Finance: Building an Omnipresent Financial Services Firm." Harvard Business School Case 523-040, August 2022. (Revised October 2023.)
  • April 2008
  • Module Note

Service Design in the Context of Customer-Operators

By: Frances X. Frei
Taught as the second module in a Harvard Business School course on Managing Service Operations: Understanding the Customer Operating Role (606-092). Addresses the design and management of service operations with significant customer operating roles. The focus is on... View Details
Keywords: Customer Satisfaction; Management; Design; Service Operations; Cost
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Frei, Frances X. "Service Design in the Context of Customer-Operators." Harvard Business School Module Note 608-134, April 2008.
  • 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
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Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
  • June 2024
  • Case

SnapTravel: Betting on 'Super.com'

By: Reza Satchu and Tom Quinn
This case explores SnapTravel, a travel startup offering discounted hotel rooms, and its founders’ desire to pivot to a “super app” that saved customers money across many different purchase types. During the COVID-19 pandemic, Hussein Fazal and Henry Shi saw SnapTravel... View Details
Keywords: Business Growth and Maturation; Business Plan; Business Startups; Change Management; Disruption; Transformation; Volatility; Customer Focus and Relationships; Customer Value and Value Chain; Decisions; Income; Entrepreneurship; Geographic Scope; Cross-Cultural and Cross-Border Issues; Health Pandemics; Surveys; Knowledge Acquisition; Knowledge Use and Leverage; Leading Change; Crisis Management; Goals and Objectives; Risk Management; Consumer Behavior; Game Theory; Risk and Uncertainty; Adaptation; Diversification; Expansion; System Shocks; Accommodations Industry; Technology Industry; Canada; United States; Las Vegas
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Satchu, Reza, and Tom Quinn. "SnapTravel: Betting on 'Super.com'." Harvard Business School Case 824-196, June 2024.
  • 2009
  • Chapter

Nonlinear Pricing

By: Raghuram Iyengar and Sunil Gupta
A nonlinear pricing schedule refers to any pricing structure where the total charges payable by customers are not proportional to the quantity of their consumed services. We begin the chapter with a discussion of the broad applicability of nonlinear pricing schemes. We... View Details
Keywords: Price; Demand and Consumers; Duopoly and Oligopoly; Monopoly; Service Operations; Research
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Iyengar, Raghuram, and Sunil Gupta. "Nonlinear Pricing." In Handbook of Pricing Research in Marketing, edited by Vithala Rao. MA: Edward Elgar Publishing, 2009.
  • October 2017
  • Case

The Transformation of Microsoft

By: C. Fritz Foley, E. Scott Mayfield and F. Katelynn Boland
In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower margin. Some of these opportunities... View Details
Keywords: Growth; Corporate Finance; Valuation; Growth Management; Communication Strategy; Transformation; Information Technology Industry; Computer Industry; United States
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Foley, C. Fritz, E. Scott Mayfield, and F. Katelynn Boland. "The Transformation of Microsoft." Harvard Business School Case 218-048, October 2017.
  • March 2000 (Revised November 2001)
  • Case

Rosenbluth International and Biztravel.com

Rosenbluth, the third largest U.S. travel agency, uses the Internet to serve new customers with a high-service strategy. Rosenbluth acquires Biztravel.com and integrates the customer support and logistics aspects of service delivery. View Details
Keywords: Horizontal Integration; Internet and the Web; Service Delivery; Acquisition; Travel Industry; United States
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Hallowell, Roger H. "Rosenbluth International and Biztravel.com." Harvard Business School Case 800-356, March 2000. (Revised November 2001.)
  • 18 Apr 2007
  • HBS Case

How Magazine Luiza Courts the Poor

"Magazine Luiza: Building a Retail Model of 'Courting the Poor.'" "Magazine Luiza has made a business of targeting the bottom of the pyramid and is beloved as a company by employees and customers alike," Frei says.... View Details
Keywords: by Julia Hanna; Retail
  • November 2019 (Revised April 2020)
  • Case

Purple Innovation, Inc.: The Online to Offline Marketing Challenge

By: Elie Ofek and Nakisha Williams
This case focuses on Purple Innovation Inc. (Purple), a company that started out in the Direct to Consumer (DTC) mattress space. In late 2018, after a successful launch and IPO with sales predominantly originating from its website, Purple was looking to sustain its... View Details
Keywords: Offline Sales; Marketing Strategy; Digital Marketing; Growth and Development Strategy; Consumer Products Industry; Retail Industry
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Ofek, Elie, and Nakisha Williams. "Purple Innovation, Inc.: The Online to Offline Marketing Challenge." Harvard Business School Case 520-040, November 2019. (Revised April 2020.)
  • September–October 2013
  • Article

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats
The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details
Keywords: Job Cuts and Outsourcing; Medical Specialties; Health Care and Treatment; Customer Focus and Relationships; Learning; Customer Satisfaction; Health Industry
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Clark, Jonathan R., Robert S. Huckman, and Bradley R. Staats. "Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services." Organization Science 24, no. 5 (September–October 2013): 1539–1557.
  • 19 Jul 2004
  • Research & Ideas

Your Customers: Use Them or Lose Them

Frei. Their customers are better off and the organizations earn a disproportionate share of the profits over their competitors. Frei, who spoke with HBS alumni on June 4 in a session titled "Capitalizing on the Power of the... View Details
Keywords: by Martha Lagace
  • Forthcoming
  • Article

Personalization and Targeting: How to Experiment, Learn & Optimize

By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer
Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details
Keywords: Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; Customer Focus and Relationships; Research
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Lemmens, Aurelie, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela, and Oded Netzer. "Personalization and Targeting: How to Experiment, Learn & Optimize." International Journal of Research in Marketing (forthcoming). (Pre-published online July 25, 2025.)
  • Article

Selling After the Crisis

By: Frank V. Cespedes
Like perishable goods in grocery stores, sales models have a sell-by date. As product standards evolve and new entrants emerge, buyers have more choices and demand more in terms of quality and performance across vendors. Firms that fail to adjust to changing customer... View Details
Keywords: Sales Model; Sales; Management; Customer Relationship Management; Health Pandemics
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Cespedes, Frank V. "Selling After the Crisis." Harvard Business Review 99, no. 2 (March–April 2021): 52–57.
  • 2023
  • Book

Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow

By: Ken Huang, Yang Wang, Feng Zhu, Xi Chen and Chunxiao Xing
This book explores the transformative potential of ChatGPT, Web3, and their impact on productivity and various industries. It delves into Generative AI (GenAI) and its representative platform ChatGPT, their synergy with Web3, and how they can revolutionize business... View Details
Keywords: Generative Ai; AI and Machine Learning; Ethics; Technology Adoption
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Huang, Ken, Yang Wang, Feng Zhu, Xi Chen, and Chunxiao Xing, eds. Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow. Springer, 2023.
  • February 2001 (Revised September 2005)
  • Case

Howard Schultz and Starbucks Coffee Company

By: Nancy F. Koehn
Investigates the entrepreneur's strategic initiatives to develop a mass market for specialty coffee in the 1980s and 1990s. These initiatives included the development of premium products, rapid expansion of company-owned stores--each with attractive retail environments... View Details
Keywords: Entrepreneurship; Groups and Teams; Brands and Branding; Growth Management; Employee Relationship Management; Consumer Behavior; Organizational Design; Leadership Style; Customer Relationship Management; Competitive Advantage; Vertical Integration; Food and Beverage Industry
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Koehn, Nancy F. "Howard Schultz and Starbucks Coffee Company." Harvard Business School Case 801-361, February 2001. (Revised September 2005.)
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