Publications

October 2006
Case

Lean at Wipro Technologies

Wipro Technologies, a rapidly growing software services firm based in India, decided to use principles from the Toyota Production System (also known as lean) to fundamentally change their operating model. Looks at why Wipro chose to use lean and how they went about... View Details

Keywords: Organizational Change and Adaptation; Competitive Advantage; Applications and Software; Operations; Information Technology Industry; India

March 2021
Case

VideaHealth: Building the AI Factory

By: Karim R. Lakhani and Amy Klopfenstein

Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details

Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge

24 Feb 2016
HBS Seminar

David Brumley of Carnegie Mellon University

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

Read Now

06 Apr 2021
News

Disrupting the Waste Management Industry with Technology

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

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

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

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

Find at Harvard

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

April 2025
Case

Salesforce Agentforce: The Limitless Workforce

By: Suraj Srinivasan, Allison Ciechanover and George Gonzalez

In early 2025, Salesforce was a global leader in cloud-based enterprise software, best known for pioneering customer relationship management (CRM) delivered as a service. Over the past two decades, the company had expanded into marketing, customer service, analytics,... View Details

Keywords: Business Model; Customer Relationship Management; Price; AI and Machine Learning; Technology Adoption; Organizational Change and Adaptation; Sales; Business Strategy; Ethics; Product Launch; Technology Industry; United States

June 2020
Supplement

Shellye Archambeau: Becoming a CEO (B)

By: Tsedal Neeley and Briana Richardson

With the economy in a freefall, MetricStream is losing customers, hemorrhaging cash and struggling to make payroll. Several board members are threatening to quit. Others are pressing to sell the company even at dismally low valuations. It’s 2008 and lightning has... View Details

Keywords: Race; Gender; Leadership Style; Risk and Uncertainty; Change; Prejudice and Bias; Decision Making; Personal Development and Career; Technology Industry; California

August 2022
Article

Regulatory Considerations to Keep Pace with Innovation in Digital Health Products

By: John Torous, Ariel Dora Stern and Florence T. Bourgeois

Rapid innovation and proliferation of software as a medical device have accelerated the clinical use of digital technologies across a wide array of medical conditions. Current regulatory pathways were developed for traditional (hardware) medical devices and offer a... View Details

Keywords: Emerging Technologies; Governing Rules, Regulations, and Reforms; Innovation and Invention; Medical Devices and Supplies Industry