Publications

December 1986 (Revised November 1989)
Case

Hewlett-Packard: Manufacturing Productivity Division (A)

By: Benson P. Shapiro and Lawrence B. Levine

In late summer 1986, the management of the Manufacturing Productivity Division (MPD) of Hewlett-Packard (HP) was in the process of making major market selection and product policy decisions. MPD is a small division which develops and markets manufacturing productivity... View Details

Keywords: Business Divisions; Marketing; Product Marketing; Market Entry and Exit; Production; Research and Development; Manufacturing Industry

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Teaching Interest

Overview

I served as a Teaching Fellow for the Applied Business Analytics second-year MBA course. This course sought to teach MBA students how businesses can improve their strategic decisions using statistics and machine learning techniques. (e.g., regression models, random... View Details

Keywords: Analytics; Machine Learning; Statistics

April 2011 (Revised May 2011)
Case

EMC2: Delivering Customer Centricity

By: Thomas Steenburgh and Jill Avery

This case introduces the concept of customer centricity and traces its development at EMC, the world's leading data storage hardware and information management software company. EMC's customers had historically relied on EMC salespeople to guide them through the... View Details

Keywords: Business Model; Interpersonal Communication; Customer Relationship Management; Knowledge Acquisition; Marketing Strategy; Organizational Change and Adaptation; Salesforce Management; Social and Collaborative Networks; Internet; Information Technology Industry

February 2008
Supplement

EFI, Inc. (B)

By: David B. Godes and Lauren Barley

This is a follow-on case to EFI, Inc. (A). It reports on Dean Mills' decision to implement a new compensation approach that pays 25% of salespeople's bonus, based on their individual sales of software add-on products. He also recommends making public each salesperson's... View Details

Keywords: Motivation and Incentives; Salesforce Management; Compensation and Benefits; Information Technology Industry

January 2003 (Revised February 2011)
Tool

Business Analysis and Valuation Model (Version 5)

By: Paul M. Healy, Krishna G. Palepu and Jonathan Barnett

Once you enter company financial statements, this software enables you to standardize them to a common format, make any needed adjustments to the company's accounting, and make assumptions about the company's future performance. The model then provides financial ratios... View Details

Keywords: Financial Statements; Standards; Mathematical Methods; Valuation

2010
Working Paper

Mixed Source

By: Ramon Casadesus-Masanell and Gaston Llanes

We study competitive interaction between a profit-maximizing firm that sells software and complementary services and a free open source competitor. We examine the firm's choice of business model between the proprietary model (where all software modules are... View Details

Keywords: Business Model; Duopoly and Oligopoly; Monopoly; Open Source Distribution; Quality; Competition; Information Technology Industry

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October 2016 (Revised October 2023)
Case

Bootstrapping at Lightricks

By: Robert White, Jeffrey J. Bussgang and Christine Snively

By August 2015, two-year-old mobile imaging software startup Lightricks had developed and released two best-selling paid mobile apps, grown to a team of 30, earned a revenue run rate of nearly $10 million, and achieved modest profitability. The bootstrapped company had... View Details

Keywords: Business Startup; Information Technology; Internet and the Web; Entrepreneurship; Mobile and Wireless Technology; Information Infrastructure; Business Startups; Digital Marketing; Finance; Strategy; Technology Industry; Israel

November 2022 (Revised December 2022)
Case

Ava Labs: Navigating the Next Blockchain

By: Marco Di Maggio and Wenyao Sha

John Wu, President of Ava Labs, the primary developer of the Avalanche blockchain, and Emin Gün Sirer, the software company’s Founder and CEO, team up to develop a lending and borrowing protocol that would jumpstart the Decentralized finance (DeFi) economy on... View Details

Keywords: Blockchain; Decentralized Finance; Alternative Assets; Financial Instruments; Assets; Decisions; Financing and Loans; Technology Industry; Financial Services Industry

May 1993 (Revised March 1994)
Case

Executone Information Systems, Inc.

Executone has posted low returns in 1992 in the face of intense competition from AT&T and Northern Telecom, its principal rivals. Alan Kessman, president and CEO, is considering whether mid-course adjustments in strategy are necessary in the firm's telecommunications... View Details

Keywords: Competition; Telecommunications Industry; United States

Program

Competing in the Age of AI—Virtual

the creation of algorithms, software infrastructure, data pipelines, and experimentation platforms Guide your organization in the development of sophisticated data platforms and artificial intelligence capabilities and enable higher... View Details

04 Sep 2021
News

Companies Need More Workers. Why Do They Reject Millions of Résumés?

May 2008 (Revised May 2008)
Case

Symyx Technologies, Inc.

By: H. Kent Bowen, Courtney Purrington and Thomas D. Perry

Symyx is a science-based company spun out of Berkeley. Its unique materials technology has been exploited for 10 years, but the company needs a new business model. The company concept required the invention of hardware and software to do high throughput materials... View Details

Keywords: Business Model; Transition; Engineering; Technological Innovation; Resource Allocation; Product Development; Partners and Partnerships; Science-Based Business; Information Infrastructure; Applications and Software

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24 Feb 2016
HBS Seminar

David Brumley of Carnegie Mellon University

14 Nov 2008
Working Paper Summaries

Parallel Search, Incentives and Problem Type: Revisiting the Competition and Innovation Link

Keywords: by Kevin J. Boudreau, Nicola Lacetera & Karim R. Lakhani

07 Feb 2007
Working Paper Summaries

The Value of Openness in Scientific Problem Solving

Keywords: by Karim R. Lakhani, Lars Bo Jeppesen, Peter A. Lohse & Jill A. Panetta

Hidden Structure: Using Network Methods to Map System Architecture

All complex systems can be described in terms of their architecture, that is, as a nested hierarchy of subsystems. In this paper, we use network methods to detect the core components of an architecture, to establish... View Details

06 Apr 2021
News

Disrupting the Waste Management Industry with Technology

December 2022 (Revised January 2025)
Case

Akooda: Charging Toward Operational Intelligence

By: Christopher Stanton and Mel Martin

The Akooda case describes the challenges confronting founder and CEO Yuval Gonczarowski (MBA ‘17) in 2022 as he attempts to boost sales. Launched in November 2020, Akooda was an AI company that mined 20 different sources of digital data, from tools like Slack, Google... View Details

Keywords: Data Mining; Productivity; Monitoring; Data Analysis; AI and Machine Learning; Knowledge Management; Operations; Problems and Challenges; Employee Relationship Management; Information Technology Industry; Technology Industry; Information Industry; Boston; Israel