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March 2023
Teaching Note

Ransomware Attack at Colonial Pipeline Company

By: Suraj Srinivasan and Li-Kuan Ni

Teaching Note for HBS Case No. 123-069. On the morning of May 7, 2021, Colonial Pipeline Company became aware that the company had been the victim of a malicious ransomware attack that had stolen and locked up company data. The extortionists demanded 75 bitcoins (worth... View Details

Research Summary

Antecedents and Consequences of Trust in Intraorganizational Relations: An International Comparison

This project moves the level of analysis to the intraorganizational level. The empirical context consists of internal relationships between the Information Systems (IS) function and the user groups. Are better project management techniques, better software development... View Details

February 6, 2024
Article

Find the AI Approach That Fits the Problem You’re Trying to Solve

By: George Westerman, Sam Ransbotham and Chiara Farronato

AI moves quickly, but organizations change much more slowly. What works in a lab may be wrong for your company right now. If you know the right questions to ask, you can make better decisions, regardless of how fast technology changes. You can work with your technical... View Details

Keywords: Technology Adoption; AI and Machine Learning; Organizational Change and Adaptation; Technological Innovation; Analytics and Data Science

Find at Harvard

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

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

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

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

February 2005 (Revised November 2016)
Background Note

Forecasting the Adoption of a New Product

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

April 2023 (Revised February 2024)
Case

AI Wars

By: Andy Wu, Matt Higgins, Miaomiao Zhang and Hang Jiang

In February 2024, the world was looking to Google to see what the search giant and long-time putative technical leader in artificial intelligence (AI) would do to compete in the massively hyped technology of generative AI. Over a year ago, OpenAI released ChatGPT, a... View Details

Keywords: AI; Artificial Intelligence; AI and Machine Learning; Technology Adoption; Competitive Strategy; Technological Innovation

March 2017 (Revised May 2017)
Teaching Note

The Strategy Execution Series

By: Robert Simons and Jennifer Packard

This is the teaching note for the 15-module Strategy Execution series. New management tools and techniques are needed to implement strategy in the 21st century. Rapid innovation, entrepreneurial competitors, and increasingly demanding customers have radically altered... View Details

Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Performance Measurement; Profit Planning; Organization Design; Profitable Growth; Management Attention; Organizational Conflict; Job Design; Business Strategy; Management Systems; Entrepreneurship; Competition; Organizational Design; Performance Evaluation; Management Analysis, Tools, and Techniques

September 2020
Article

Regulatory Sandboxes: A Cure for mHealth Pilotitis?

By: Abhishek Bhatia, Rahul Matthan, Tarun Khanna and Satchit Balsari

Mobile health (mHealth) and related digital health interventions in the past decade have not always scaled globally as anticipated earlier despite large investments by governments and philanthropic foundations. The implementation of digital health tools has suffered... View Details

Keywords: COVID-19; mHealth; Digital Health; Design Thinking; Regulation; Intervention; Regulatory Sandbox; Health Care and Treatment; Technological Innovation; Design; Governing Rules, Regulations, and Reforms; India

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

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

2014
Discussion Paper

Do High Feed-in Tariffs for Solar PV Panels Hinder Competition (Japanese)

By: Koji Nomura and Tomomichi Amano

In Japan, feed-in-tariffs (FIT) are a key policy tool that has been deployed to produce the mass diffusion of photovoltaices (PV). In this study, we argue that this policy is unlikely to induce sustainable economic growth, which some use as a justification for FIT. We... View Details

December 2016 (Revised December 2017)
Case

Faber-Castell

By: Ryan Raffaelli and Christine Snively

By 2016, Count Anton-Wolfgang von Faber-Castell had led the 255-year-old pencil manufacturer Faber-Castell through waves of technological change. The pocket calculator decimated Faber-Castell’s slide rule business in the 1970s, and computer aided design technology... View Details

Keywords: Leadership Style; Leading Change; Family Ownership; Manufacturing Industry; Germany

November 2005 (Revised August 2006)
Case

John Whitehead: A Life in Leadership

By: William W. George and Andrew N. McLean

In 2005, John C. Whitehead, chairman of the Lower Manhattan Development Corp. (LMDC), confronts the collapse of a delicate agreement among business, government, and public interests in rebuilding on the World Trade Center site. Provides information on the leadership... View Details

Keywords: Education; Construction; Philanthropy and Charitable Giving; Biography; Leadership; Leadership Development; Agreements and Arrangements; Nonprofit Organizations

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

Teaching Interest

Overview

Michael has experience in both lecture-based and experiential education teaching methods.

He designed and teaches a 2-day professional development course at Harvard titled “Collaborative Leadership: Building the Organization of the Future” that provides... View Details

March 2015
Module Note

Power and Influence in Society

By: Julie Battilana

This module aims to help students understand how power and influence are employed, both to reproduce the status quo and to effect change in society. It first helps them to understand why, more often than not, power is used to reproduce the existing way individuals and... View Details

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