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- Article
How Long Can a Company Thrive Doing Just One Thing?
By: Andy Wu and Scott Duke Kominers
The news that the chat app Slack was being sold to veteran customer relationship management company Salesforce for $27.7 billion raised a lot of eyebrows. Why sell after a year of explosive growth? The deal, however, epitomizes a question facing so-called best-of-breed...
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- Article
Want to See the Future of Digital Health Tools? Look to Germany
By: Ariel Dora Stern, Henrik Matthies, Julia Hagen, Jan B. Brönneke and Jörg F. Debatin
A new law will make it easier to introduce and determine the benefits of new tools. Perhaps its most important provisions are its formalization of “prescribable applications,” which include standard software, SaaS, and mobile as well as browser-based apps, and the...
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- September 2020
- Case
Apple Bets on Augmented Reality
By: Rory McDonald, David Lane and Mel Martin
In 2020, augmented reality (AR) was still a nascent technology with blockbuster potential, one which Apple was actively developing as its iPhone franchise waned. But the emergence of AR was uneven, including the disappointing Google Glass and the unexpected viral...
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- April 2020
- Article
Regulatory Oversight, Causal Inference, and Safe and Effective Health Care Machine Learning
By: Ariel Dora Stern and W Nicholson Price, II
In recent years, the applications of Machine Learning (ML) in the health care delivery setting have grown to become both abundant and compelling. Regulators have taken notice of these developments and the U.S. Food and Drug Administration (FDA) has been engaging...
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- June–July 2019
- Article
A Methodology for Operationalizing Enterprise IT Architecture and Evaluating its Modifiability
By: Robert Lagerström, Alan MacCormack, David Dreyfus and Carliss Y. Baldwin
Recent contributions to information systems theory suggest that the primary role of a firm’s information technology (IT) architecture is to facilitate, and therefore ensure the continued alignment of a firm’s IT investments with a constantly changing business...
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- 2019
- Working Paper
Who Drives Digital Innovation? Evidence from the U.S. Medical Device Industry
By: Cirrus Foroughi and Ariel Dora Stern
Does the large-scale technological change that is characteristic of an industry-wide digital transformation entrench industry leaders or enable the rise of new entrants? We offer a novel approach to this question by studying the medical device industry, a unique...
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- 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...
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Keywords:
Radiology;
Machine Learning;
X-ray;
Ct Scan;
Medical Technology;
Probability;
Fda 510(k);
Diagnosis;
Business Startups;
Health Care And Treatment;
Technology;
software;
Competitive Strategy;
Product Development;
Commercialization;
Decision Choices And Conditions;
Health Industry;
Medical Devices And Supplies Industry;
Technology Industry;
Israel
- 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...
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- January 2018 (Revised January 2019)
- Case
ZappRx
By: Jeffrey J. Bussgang and Olivia Hull
In October 2015, ZappRx founder Zoe Barry is deciding between two business models for her health technology start-up. Her product, a software application that aims to expedite the prescription fulfillment process for patients with rare diseases, has attracted interest...
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- Article
Why Every Organization Needs an Augmented Reality Strategy
By: Michael E. Porter and James E. Heppelmann
While the physical world is three-dimensional, most data is trapped on two-dimensional pages and screens. This gulf between the real and digital worlds prevents us from fully exploiting the volumes of information now available to us. Augmented reality (AR), a set of...
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- September 19, 2017
- Article
After Equifax Breach, Companies Advised to Review Open-Source Software Code
By: Ben DiPietro and Lou Shipley
It doesn’t make much sense: At a time when high-powered automated trading systems can execute stock sales in real time, some companies that rely on open-source software to help to run their businesses track their open-source use on spread sheets on paper.
Lou... View Details
Lou... View Details
- August 2017 (Revised December 2018)
- Case
Tamarin App: Natural Language Processing
By: Srikant M. Datar and Caitlin N. Bowler
In this case, students explore the challenges of using sentiment analysis to monitor and understand public perception around a software application, Tamarin SEO App. Technical topics include building a filtering classifier using naive Bayes and sentiment analysis This...
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- 2017
- Other Article
Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance
By: Alan MacCormack and Robert Lagerstrom
The modern industrial corporation encompasses a myriad of different software applications, each of which must work in concert to deliver functionality to end-users. However, the increasingly complex and dynamic nature of competition in today’s product-markets dictates...
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- 2017
- Working Paper
Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution
By: Alan MacCormack, Robert Lagerström, Martin Mocker and Carliss Y. Baldwin
The modern industrial firm increasingly relies on software to support its competitive position. However, the uncertain and dynamic nature of today’s global marketplace dictates that this software be continually evolved and adapted to meet new business challenges. This...
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Keywords:
Information Systems;
software;
Architecture;
Modularity;
Agility;
Coupling;
software;
Design;
Decisions;
Performance
- January 2017 (Revised November 2020)
- Case
Delivering the Goods at Shippo
By: Jeffrey J. Bussgang, Jeffrey F. Rayport and Olivia Hull
Laura Behrens Wu, CEO of software start-up Shippo, prepares her pitch for a Series A funding round following a successful seed round. Customer adoption of Shippo’s e-commerce dashboard application, which allows small and medium retailers to compare delivery rates...
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Keywords:
Application Program Interface;
Api;
Api Strategy;
Customer Cohorts;
Churn;
Retention;
Entrepreneurship;
Venture Capital;
Business Startups;
Strategy;
Transition;
Customer Focus And Relationships;
Technological Innovation;
Organizational Change And Adaptation;
Valuation;
Shipping Industry;
Technology Industry;
Retail Industry;
San Francisco;
California;
United States
- November 2016
- Case
ShotSpotter
By: Mitchell Weiss and Sarah McAra
SST, Inc. offered a subscription-based gunfire detection service, ShotSpotter Flex, to cities across the United States in addition to a few abroad. Over its 20-year history, SST had mostly honed a reliable business-to-government sales model, and the company had been...
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Keywords:
Shotspotter;
Sst;
Internet Of Things;
Iot;
Smart Cities;
Public Entrepreneurship;
Sales;
Enterprise Sales;
Scaling And Growth;
Government;
Public Sector;
Innovation;
Ralph Clark;
Entrepreneurship;
Entrepreneurship;
Sales;
Innovation And Invention;
Public Administration Industry;
California;
United States
- September 2016 (Revised January 2020)
- Case
Pebble: Wearables Pioneer
By: David Yoffie and Allison Ciechanover
In the summer of 2016, wearables “wunderkind” and Pebble founder and CEO, Eric Migicovsky, was pleased with the young startup’s success in the five years since its founding. The Silicon Valley–based company had recently shipped its two millionth smartwatch; held the...
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- September 2016 (Revised September 2016)
- Supplement
ZenRecruit: Data-Driven Sales Coaching
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...
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- September 2016 (Revised February 2017)
- Case
ZenRecruit: Sales Coaching and Performance Reviews
By: Mark 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...
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- October 2015 (Revised October 2016)
- Case
Building Watson: Not So Elementary, My Dear! (Abridged)
By: Willy C. Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the...
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