Publications

Program

Leading and Building a Culture of Innovation

Summary Today's leaders are evolving their approaches to leadership and innovation in response to quantum shifts in how we work and live. In the midst of economic, societal, and technological disruptions, leaders must build and lead agile... View Details

February 2024 (Revised May 2024)
Case

Johnson Security Bureau: Building Multigenerational Success

By: Henry McGee, Annelena Lobb and David Muoser

Jessica Johnson-Cope, CEO of Johnson Security Bureau (JSB), pondered options for scaling the firm. JSB was the oldest Black-owned security firm in New York, and among the oldest Black-owned security firms in the United States. It provided mostly unarmed security guards... View Details

Keywords: Business Growth and Maturation; Gender; Race; Cybersecurity; Growth and Development Strategy; Competitive Strategy; Expansion; New York (state, US)

02 Oct 2012
First Look

First Look: October 2

information that impacts the formation of scientific collaborations. Download the paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=42946 Technology, Innovation and Economic Growth in Britain Since 1870 Author: Tom Nicholas Abstract This chapter examines View Details

Keywords: Sean Silverthorne

October 2023 (Revised March 2024)
Case

Fantuan

By: Feng Zhu and David Lane

In 2023, CEO Randy Wu was considering the optimal growth strategy for Fantuan, a restaurant food delivery platform that had expanded from its 2014 founding in Vancouver, Canada to serve the Chinese demand for Asian cuisine in urban markets across Australia, Canada, the... View Details

Keywords: Business Startups; Customer Focus and Relationships; Diasporas; Entrepreneurship; Digital Platforms; Growth Management; Business Strategy; Diversification; Expansion; Growth and Development Strategy; Service Industry; Food and Beverage Industry; United States; Canada; United Kingdom; Australia

Web

Marketing - Faculty & Research

and Perils." Harvard Business School Teaching Note 525-062, June 2025. TagHive: Edtech Pricing and Distributor Decisions By: Isamar Troncoso , Frank V. Cespedes and Stacy Straaberg June 2025 | Case | Faculty Research Education technology... View Details

Web

Courses - Entrepreneurship

2024 Q3Q4 3.0 Scaling Technology Ventures Jeffrey Rayport Spring 2024 Q3Q4 3.0 Startup Operations Studio (SOS) Julia Austin Spring 2024 Q3Q4 1.5 Strategy for Entrepreneurs (also listed under Strategy)... View Details

2021
Book

We the Possibility: Harnessing Public Entrepreneurship to Solve Our Most Urgent Problems

By: Mitchell Weiss

The huge public challenges we face are daunting. At the same time, many of us have come to accept the notion that government can't do new things or solve tough challenges—it's too big and slow and bureaucratic. Not so. Entrepreneurial savvy in government is growing,... View Details

Keywords: Entrepreneurship; Public Sector; Government Administration; Government and Politics; Technological Innovation; Problems and Challenges; Innovation Leadership; Technology Industry; Technology Industry

2021
Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value

SSRN

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Article

Fast Generalized Subset Scan for Anomalous Pattern Detection

By: Edward McFowland III, Skyler Speakman and Daniel B. Neill

We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details

Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science

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November 2024
Case

Polish Agro: Where Do We Grow From Here?

By: Willy C. Shih, Lena Duchene and Daniela Beyersdorfer

By July 2024, Polish Agro had grown into one of Poland’s fastest-growing agribusinesses, with €230 million in revenue, 82 employees, and operations across Northern Poland. The company supported farmers with essential agricultural inputs like fertilizers and seeds,... View Details

07 Mar 2023
HBS Case

ChatGPT: Did Big Tech Set Up the World for an AI Bias Disaster?

understanding of the underlying technology that powers these systems, she is ringing the alarm: You have to slow down to ensure that the data that these systems are trained on aren’t inaccurate or biased,” says Neeley, who is senior... View Details

Keywords: by Scott Van Voorhis; Technology

April 2025
Case

Breezm: Innovative 3D-Printed Eyewear (A)

By: Juan Alcácer, Brian Mao Fu and Adina Wong

In 2023, Breezm, a South Korean startup, faced a strategic decision about how to grow its innovative 3D-printed, custom-fit eyewear business. Co-founded in 2017 by Zenma Park and Wooseok Sung, Breezm combined facial scanning, AI, and in-house production to solve the... View Details

Keywords: 3D Printing; Eyeyewear; Growth; Business Startups; AI and Machine Learning; Technological Innovation; Growth and Development Strategy; Risk and Uncertainty; Expansion; South Korea

Web

Hiring Organizations

Okta Oliver Wyman One Equity Partners One Rock Capital Partners, LLC Onebrief Optum Ventures Orbis Investment Management Limited Orby AI Ori Orijin Orsted Outsiders Fund Overview AI Overview Energy Oxeon P Pacific Lake PAG Page Vault Palantir View Details

January 2025
Case

Untapped Global: Financing Africa's Missing Middle

By: Raymond Kluender and Emanuele Colonnelli

In November 2024, Jim Chu, founder and CEO of Untapped Global, faced mounting internal tensions over the company’s strategic direction. Untapped had developed a data-driven revenue-based financing (RBF) model to address the “missing middle” problem—the $5.2 trillion... View Details

05 Apr 2016
First Look

April 5, 2016

Scale versus Scope in the Diffusion of New Technology By: Gross, Daniel P. Abstract—Using the farm tractor as a case study, I show that lags in technology diffusion arise along... View Details

Keywords: Sean Silverthlorne

23 Jan 2024
Book

More Than Memes: NFTs Could Be the Next Gen Deed for a Digital World

"This technology has the power to revolutionize multibillion-dollar industries and small businesses alike, enhancing current revenue lines and creating entirely new ones." And just as neighborhoods often form a sense of community and... View Details

Keywords: by Dina Gerdeman; Information Technology; Information Technology; Information Technology

Web

Podcast - Business & Environment

private equity, venture capital, and catalytic credit strategies are helping scale recycling, reuse, and circular supply chains.Lauren also explores the critical role of policy—especially extended producer responsibility(EPR) laws—in... View Details

January 2025 (Revised April 2025)
Case

Mercado Libre: The Best Is Yet to Come

By: Krishna G. Palepu, Fernando Fragueiro, Carla Larangeira and Mariana Cal

In 2024, Marcos Galperín, CEO and co-founder of Mercado Libre, reflected on its 25-year rise as Latin America’s largest marketplace, fintech leader, and most valuable public company. With operations spanning 18 countries and a robust ecosystem combining e-commerce,... View Details