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2021
Article

Decarbonizing Everything

By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang

We analyze how the use of different climate risk measures leads to different portfolio carbon outcomes and risk-adjusted returns. Our findings are synthesized in a rules-based investment framework, which selects a different type of climate metric across industries and... View Details

Keywords: Climate Risk; ESG; ESG (Environmental, Social, Governance) Performance; ESG Disclosure; ESG Disclosure Metrics; ESG Ratings; Investing; Investing For Impact; Investment Strategy; Environment; Decarbonization; Climate Change; Environmental Sustainability; Environmental Management; Environmental Accounting; Investment; Strategy; Investment Portfolio; Investment Return

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March 1991 (Revised April 1995)
Case

Bundling

Recent developments in the software business point to some of the reasons why companies offer their products or services in bundles. One is the opportunity to leverage market power, as Microsoft arguably has done by bundling applications software with its operating... View Details

Keywords: Software; Product Marketing; Information Technology Industry

September 2003 (Revised December 2003)
Case

Royal Caribbean Cruises Ltd.

By: F. Warren McFarlan and Valerie Massoni

Focuses on the current IT applications portfolio and plans for the world's second largest cruise line. An IT-intensive organization, it forces students to think through how IT resources should be allocated in this dynamic environment and what kind of management system... View Details

Keywords: Management Systems; Resource Allocation; Planning; Situation or Environment; Information Technology; Air Transportation Industry

August 2010 (Revised August 2011)
Case

Developing an App for That

By: Hanna Halaburda, Joshua Gans and Nathaniel Burbank

At a time when ever-rising smartphone sales are driven as much by demand for devices that run must-have third-party "apps" as by the quality of traditional voice and data services, there is a myriad of challenges facing the software developer who is looking to choose... View Details

Keywords: Product Development; Competitive Strategy; Mobile and Wireless Technology; Applications and Software; Digital Platforms; Banking Industry; Information Technology Industry

September 2015
Article

Design and Implementation of a Privacy Preserving Electronic Health Record Linkage Tool in Chicago

By: Abel Kho, John Cashy, Kathryn Jackson, Adam Pah, Satyender Goel, Jorn Boehnke, John Eric Humphries, Scott Duke Kominers and et al.

Objective
To design and implement a tool that creates a secure, privacy preserving linkage of electronic health record (EHR) data across multiple sites in a large metropolitan area in the United States (Chicago, IL), for use in clinical... View Details

Keywords: Information; Customers; Safety; Rights; Ethics; Entrepreneurship; Health Care and Treatment; Health Industry; Chicago

August 2001 (Revised April 2005)
Case

Surface Logix

By: Joseph B. Lassiter III, Michael J. Roberts and Kim Slack

Describes a start-up in the field of nano technology--very small physical structures measured in the billionths of a meter. The company, Surface Logix, has assembled a portfolio of intellectual property and completed some of the R&D work required to develop actual... View Details

Keywords: Business Startups; Research and Development; Marketing Strategy; Product Marketing; Product Development; Intellectual Property; Investment Portfolio

July 1994 (Revised April 1995)
Case

San Francisco Bay Consulting

By: George P. Baker III and Karin B Monsler

San Francisco Bay Consulting leads the field of economic consulting and litigation support in the application of powerful computers and cutting edge software to manipulate and analyze large data sets. The transfer pricing system, used to facilitate the purchasing and... View Details

Keywords: Fair Value Accounting; Profit; Marketing; Fluctuation; Consulting Industry; Computer Industry

September 2018 (Revised December 2019)
Case

Zebra Medical Vision

By: Shane Greenstein and Sarah Gulick

An Israeli startup founded in 2014, Zebra Medical Vision developed algorithms that produced diagnoses from X-rays, mammograms, and CT-scans. The algorithms used deep learning and digitized radiology scans to create software that could assist doctors in making... View Details

16 Jul 2013
Working Paper Summaries

Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

Keywords: by Robert Lagerstrom, Carliss Baldwin, Alan MacCormack & David Dreyfus

September 2023 (Revised January 2024)
Case

AI21 Labs in 2023: Strategy for Generative AI

By: David Yoffie, Orna Dan and Elena Corsi

Israeli generative artificial intelligence company AI21 Labs was founded in 2017 to realize the vision of true machine intelligence. It sought to reinvent writing and reading and in 2020 it launched Wordtune, an app using GenAI software to offer alternate text... View Details

Keywords: Decision Making; AI and Machine Learning; Innovation Strategy; Growth and Development Strategy; Applications and Software; Competitive Strategy; Technology Industry; Israel

April 2014 (Revised January 2015)
Background Note

Note on Mobile Healthcare

By: John A. Quelch and Margaret L. Rodriguez

Delivering health care to the global population was a challenge. Health care costs accounted for ten percent of world GDP by 2013. In the U.S., health care costs were expected to top $3.1 trillion in 2014. New technologies, shortages of trained personnel and... View Details

February 2018 (Revised March 2018)
Case

Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)

By: Lauren Cohen, Christopher Malloy and William Powley

This case examines the intersection of two firms (Cogent Labs—a machine learning software firm in Tokyo; and Google, the technology infrastructure giant) attempting to exploit the benefits of artificial intelligence and machine learning in the financial services... View Details

Keywords: Technological Innovation; Finance; Growth and Development Strategy; Business Model; Applications and Software; Infrastructure; Technology Industry; Financial Services Industry

July 2011 (Revised January 2013)
Case

Digital Microscopy Is Making Me Crazy!

For Carl Zeiss Microimaging, modular hardware and software enabled customers to tailor Zeiss's broad range of microscopy systems hardware and software to meet a wide range of needs from basic scientific research in the biological and medical sciences to clinical... View Details

Keywords: Information Infrastructure; Applications and Software; Corporate Strategy; Disruptive Innovation; Science-Based Business; Management Analysis, Tools, and Techniques; Business Conglomerates; Digital Platforms; Opportunities; Medical Devices and Supplies Industry; Computer Industry

September 2016
Supplement

ZenRecruit: Sales Coaching and Performance Reviews

By: Mark N. Roberge

Amara Kaggwa leads the small but rapidly expanding sales team at ZenRecruit, a recruiting software application used by small businesses. Armed with six months of sales performance metrics, Kaggwa is preparing for her monthly performance conversations with two... View Details

Keywords: Business or Company Management; Salesforce Management; Applications and Software; Employees; Performance Evaluation; Information Technology Industry; Retail Industry

2013
Working Paper

Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus

We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details

Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry

February 2024 (Revised January 2025)
Case

AGENTS.inc: Pathways to Growth at an AI Startup

By: Frank Nagle, Manuel Hoffmann, Karoline Ströhlein and Susan Pinckney

The case describes the history of AGENTS.inc. Despite being a small startup, with only four employees, that had never had a funding round, the company boasted an impressive client portfolio including multiple Fortune 500 companies. While AGENTS.inc had been an early... View Details

May 2004 (Revised December 2004)
Case

Slingshot Technology, Inc. (B)

By: Lynda M. Applegate and Elizabeth Collins

Slingshot Technology Inc. (STI) is a privately held software start-up founded in 1995 focused on identifying emerging spaces in the IT services industry and partnering with vendors selling promising but unproven technologies in those spaces. The vendors used STI to... View Details

Keywords: Organizational Change and Adaptation; Private Ownership; Opportunities; Partners and Partnerships; Information Technology; Entrepreneurship; Applications and Software; Intellectual Property; Business Startups; Information Technology Industry

2017
Working Paper

Salience through Information Technology: The Effect of Balance Availability on the Smoothing of SNAP Benefits

By: Andrew Hillis

Recipients of the Supplemental Nutrition Assistance Program (SNAP) run out of most benefits before halfway through a benefit deposit cycle. I study the introduction of a mobile software application, Fresh EBT, that enables beneficiaries to check their available balance... View Details

Keywords: Mobile Technology; Welfare or Wellbeing; Technology Adoption; Behavior

March 2019
Case

DayTwo: Going to Market with Gut Microbiome

By: Ayelet Israeli and David Lane

DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals. After a first year of trial rollout in... View Details

January 2002 (Revised May 2003)
Case

ProfitLogic

By: Richard G. Hamermesh, Michael J. Roberts and Taslim Pirmohamed

Describes an "application software" company that has been through several evolutions--from consulting firm to applications service provider (ASP). The firm has received significant venture funding to pursue the ASP model but this has not worked, at least at the time... View Details

Keywords: History; Business Model; Venture Capital; Cash Flow; Decision Choices and Conditions; Balanced Scorecard; Information Technology Industry; Service Industry

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