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  • All HBS Web  (3,476)
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    • News  (919)
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    • Events  (18)
    • Multimedia  (47)
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  • March 27, 2025
  • Article

How One Company Used AI to Broaden Its Customer Base

By: Sunil Gupta and Frank V. Cespedes
The software company SAP successfully leveraged AI tools to begin selling to the small and medium enterprises (SMEs) market, which had previously been uneconomical for its in-person sales approach. By mapping the customer journey and deploying over 40 AI tools, SAP... View Details
Keywords: AI and Machine Learning; Sales; Business Strategy; Market Entry and Exit
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Gupta, Sunil, and Frank V. Cespedes. "How One Company Used AI to Broaden Its Customer Base." Harvard Business Review (website) (March 27, 2025).
  • July 2021
  • Case

A Close Shave at Squire

By: Jeffrey J. Bussgang, Zoë B. Cullen, William R. Kerr, Benjamin N. Roth and Michael Norris
In 2020, just after closing a $34 million Series B financing round, Dave Salvant and Songe LaRon consider how to adjust their business, Squire Technologies, to the new realities posed by the COVID-19 pandemic. Their barbershop technology, including tools to run a shop... View Details
Keywords: Business Startups; Entrepreneurship; Venture Capital; Private Equity; Mobile and Wireless Technology; Applications and Software; Growth and Development Strategy; Health Pandemics; Beauty and Cosmetics Industry; Technology Industry; New York (city, NY); San Francisco
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Bussgang, Jeffrey J., Zoë B. Cullen, William R. Kerr, Benjamin N. Roth, and Michael Norris. "A Close Shave at Squire." Harvard Business School Case 821-073, July 2021.
  • June 2017
  • Case

Guillermo Jaime—An Endeavor Entrepreneur

By: Lynda M. Applegate, Sarah Mehta and Aldo Sesia
Guillermo Jaime was the founder and CEO of Mejoramiento Integral Asistido (MIA), a for-profit company providing affordable housing to low-income Mexicans living at the base of the pyramid (BOP). This case tells the story of Jaime and Endeavor, a nonprofit dedicated to... View Details
Keywords: Base Of The Pyramid; Social Capitalism; Housing; Emerging Markets; Social Enterprise; Society; Wealth and Poverty; Social Entrepreneurship; Construction Industry; Mexico
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Applegate, Lynda M., Sarah Mehta, and Aldo Sesia. "Guillermo Jaime—An Endeavor Entrepreneur." Harvard Business School Case 817-084, June 2017.
  • March 2014 (Revised May 2016)
  • Technical Note

Angel Investments in Europe and Recent Developments in Crowdfunding

By: Lynda Applegate, Vincent Dessain, Emilie Billaud and Daniela Beyersdorfer
This technical note provides information on the evolution and current state of angel investing in Europe. The note first describes the role and types of angel investors, focusing on their investment preferences and practices. It then details the new trends in the... View Details
Keywords: Angel Investors; Crowdfunding; Financing and Loans; Investment; Financial Services Industry; Europe
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Applegate, Lynda, Vincent Dessain, Emilie Billaud, and Daniela Beyersdorfer. "Angel Investments in Europe and Recent Developments in Crowdfunding." Harvard Business School Technical Note 814-047, March 2014. (Revised May 2016.)
  • February 2005 (Revised November 2016)
  • Background Note

Forecasting the Adoption of a New Product

By: Elie Ofek
Provides tools and methodologies that allow forecasting demand for innovative new products. Highlights the Bass model—the theory behind it and ways to determine its parameters. Provides a detailed example of how to use the Bass model to forecast demand for satellite... View Details
Keywords: Forecasting and Prediction; Innovation and Invention; Marketing; Demand and Consumers; Mathematical Methods; Competition
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Ofek, Elie. "Forecasting the Adoption of a New Product." Harvard Business School Background Note 505-062, February 2005. (Revised November 2016.)
  • Teaching Interest

Strategic Financial Analysis

By: Suraj Srinivasan

In a competitive climate, how do some companies outperform others? Managers, consultants, analysts, and investors must understand financial analysis to answer that question and make strategic decisions that drive business profitability and... View Details

Keywords: Strategic Change; Restructuring; Strategy
  • September–October 2019
  • Article

How Purchase Probability Scales Can Shed Light on Consumer Purchase Intentions

By: Rene Befurt and Alvin J. Silk
Market researchers generally, and survey experts specifically, study consumers to learn about their behavior: What are consumers’ opinions, attitudes, thoughts, and actions at the various stages of the buying process? Especially in litigation cases, these and other... View Details
Keywords: Purchase Intentions; Buying Process; Consumer Behavior; Surveys
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Befurt, Rene, and Alvin J. Silk. "How Purchase Probability Scales Can Shed Light on Consumer Purchase Intentions." Landslide: Advancing Intellectual Property Law 12, no. 1 (September–October 2019): 51–54.
  • 2017
  • Chapter

Marketing Models for the Customer-Centric Firm

By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie
A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details
Keywords: Customer Value and Value Chain; Customer Focus and Relationships
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Ascarza, Eva, Peter S. Fader, and Bruce G.S. Hardie. "Marketing Models for the Customer-Centric Firm." In Handbook of Marketing Decision Models. 2nd ed. Edited by Berend Wierenga and Ralf van der Lans, 297–330. International Series in Operations Research & Management Science. Springer, 2017.
  • Research Summary

Competition and Collusion in Ocean Shipping

The liner shipping industry has been dominated by cartels since the late 19th century. Rich Sicotte's research builds on his 1997 Ph.D. thesis and employs analytical tools of industrial organization and economic history. He is examining the sources of variation in... View Details
  • September 2006 (Revised April 2007)
  • Case

Tim Keller at Katzenbach Partners LLC (A)

By: Boris Groysberg, Christopher Marquis and Ayesha Kanji
Tracks of the first 6 months of a recent MBA grad, Tim Keller, at Katzenbach Partners, a boutique consulting firm focused on organizational change and strategy. Covers how Keller initially struggles with his assignment and ends with a question of whether or not he... View Details
Keywords: Management; Organizational Change and Adaptation; Personal Development and Career; Work-Life Balance; Projects; Situation or Environment; Strategy
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Groysberg, Boris, Christopher Marquis, and Ayesha Kanji. "Tim Keller at Katzenbach Partners LLC (A)." Harvard Business School Case 407-037, September 2006. (Revised April 2007.)
  • March 1989 (Revised March 1999)
  • Case

Metabo GmbH & Co. KG

By: Robert S. Kaplan
A privately owned German power tool company was dissatisfied with its existing cost system. The system could not produce timely accurate reports on cost center operations, and newly purchased automated machines were attracting large overhead costs. A new, highly... View Details
Keywords: Activity Based Costing and Management; Cost; Budgets and Budgeting; Capital Budgeting; Cost Management; Reports; Private Ownership; Business or Company Management; Consumer Products Industry; Germany
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Kaplan, Robert S. "Metabo GmbH & Co. KG." Harvard Business School Case 189-146, March 1989. (Revised March 1999.)
  • 2023
  • Working Paper

Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate

By: Mengxia Zhang and Isamar Troncoso
3D virtual tours (VTs) have become a popular digital tool in real estate platforms, enabling potential buyers to virtually walk through the houses they search for online. In this paper, we study home sellers’ adoption of VTs and the VTs’ relative benefits compared to... View Details
Keywords: Marketing; AI and Machine Learning; Technology Adoption; Real Estate Industry
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Zhang, Mengxia, and Isamar Troncoso. "Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate." Harvard Business School Working Paper, No. 24-003, July 2023.
  • November–December 2022
  • Article

Can AI Really Help You Sell?: It Can, Depending on When and How You Implement It

By: Jim Dickie, Boris Groysberg, Benson P. Shapiro and Barry Trailer
Many salespeople today are struggling; only 57% of them make their annual quotas, surveys show. One problem is that buying processes have evolved faster than selling processes, and buyers today can access a wide range of online resources that let them evaluate products... View Details
Keywords: Sales; AI and Machine Learning; Customers
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Dickie, Jim, Boris Groysberg, Benson P. Shapiro, and Barry Trailer. "Can AI Really Help You Sell? It Can, Depending on When and How You Implement It." Harvard Business Review 100, no. 6 (November–December 2022): 120–129.
  • Teaching Interest

Transforming Health Care Delivery - MBA Field Course

At the root of the transformation occurring in the health care industry-both in the United States and internationally-is the fundamental challenge of improving clinical outcomes while controlling costs. Addressing this challenge will require dramatic improvements... View Details
Keywords: Health Care Delivery
  • June 2023
  • Supplement

Social Media Background Screening at Fama Technologies (B)

By: Joseph Pacelli, Jillian Grennan and Alexis Lefort
Fama Technologies is an online screening company that uses AI to analyze job applicants' publicly available online content for signs of risk and culture fit. The case opens with Ben Mones, founder and CEO, looking to secure funding from venture firms. He is running... View Details
Keywords: Human Resources; Recruitment; Retention; Selection and Staffing; Organizational Culture; Talent and Talent Management; United States
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Pacelli, Joseph, Jillian Grennan, and Alexis Lefort. "Social Media Background Screening at Fama Technologies (B)." Harvard Business School Supplement 123-086, June 2023.
  • October 2016 (Revised February 2019)
  • Module Note

Strategy Execution Module 5: Building a Profit Plan

By: Robert Simons
This module reading describes how to build a profit plan to reflect the strategy of a business in economic terms. After introducing the profit wheel, cash wheel, and ROE wheel, the module illustrates how to use a profit plan to assess the viability of different... View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Profit Planning; Cash Flow Analysis; Asset Utilization; Return On Equity; Business Planning; Testing Strategy; Analyzing Strategic Alternative; Strategy; Asset Management; Cash Flow; Investment Return; Management Systems; Profit
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Simons, Robert. "Strategy Execution Module 5: Building a Profit Plan." Harvard Business School Module Note 117-105, October 2016. (Revised February 2019.)
  • September 2023
  • Supplement

Design and Evaluation of Targeted Interventions

By: Eva Ascarza
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting... View Details
Keywords: Marketing; Design; Business Strategy; Policy; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry
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Ascarza, Eva. "Design and Evaluation of Targeted Interventions." Harvard Business School Spreadsheet Supplement 524-703, September 2023.
  • October 2023 (Revised February 2024)
  • Technical Note

Design and Evaluation of Targeted Interventions

By: Eva Ascarza and Ta-Wei (David) Huang
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting... View Details
Keywords: Marketing; Customer Relationship Management; Analysis; Design; Business Strategy; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry
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Ascarza, Eva, and Ta-Wei (David) Huang. "Design and Evaluation of Targeted Interventions." Harvard Business School Technical Note 524-034, October 2023. (Revised February 2024.)
  • August 2023
  • Case

The Ethical Tightrope: When to Disclose the AI Shortcut

By: David G. Fubini, William Fubini and Patrick Sanguineti
In this short vignette on ethics in consulting, John Child, a new Associate at a prestigious firm who is eager to impress, decides to use an AI tool to expedite his analysis and craft his presentation due to a short project timeframe. Feeling uneasy about his decision... View Details
Keywords: Ethics; Personal Development and Career; Decisions; Consulting Industry
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Fubini, David G., William Fubini, and Patrick Sanguineti. "The Ethical Tightrope: When to Disclose the AI Shortcut." Harvard Business School Case 424-011, August 2023.
  • May 16, 2019
  • Article

To Improve Food Inspections, Change the Way They're Scheduled

By: Maria Ibanez and Michael W. Toffel
Health inspections are an important tool to increase food safety, but there are still 48 million cases of food-borne illnesses and 128,000 hospitalizations every year in the United States. Our research finds that inspectors reported fewer health code violations as they... View Details
Keywords: Inspection; Scheduling; Food; Safety; Health; Governing Rules, Regulations, and Reforms; Performance Improvement
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Ibanez, Maria, and Michael W. Toffel. "To Improve Food Inspections, Change the Way They're Scheduled." Harvard Business Review (website) (May 16, 2019).
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