Publications

13 May 2022
Research & Ideas

Company Reviews on Glassdoor: Petty Complaints or Signs of Potential Misconduct?

upstream indicators of culture gone sour, they scraped employee reviews from Glassdoor.com, a website where employees can leave subjective anonymous reviews about their employer. Harnessing machine learning... View Details

Keywords: by Michael Blanding; Technology

23 Nov 2021
Research & Ideas

The Vinyl Renaissance: Take Those Old Records Off the Shelf

Austin, Texas, in 2017, and Ryan Raffaelli, the Marvin Bower Associate Professor at HBS, to learn more about the vinyl renaissance. The interview has been edited for clarity and length. Gazette: Why have vinyl records come back into favor... View Details

Keywords: by Christine Pazzanese, Harvard Gazette; Music

May 2022 (Revised June 2024)
Case

LOOP: Driving Change in Auto Insurance Pricing

By: Elie Ofek and Alicia Dadlani

John Henry and Carey Anne Nadeau, co-founders and co-CEOs of LOOP, an insurtech startup based in Austin, Texas, were on a mission to modernize the archaic $250 billion automobile insurance market. They sought to create equitably priced insurance by eliminating pricing... View Details

Keywords: AI and Machine Learning; Technological Innovation; Equality and Inequality; Prejudice and Bias; Growth and Development Strategy; Customer Relationship Management; Price; Insurance Industry; Financial Services Industry

Web

Tsedal Neeley | About

the "30% rule" outlining the minimum technology and change capabilities needed to succeed in a future driven by machine learning and AI. Remote Work Revolution: Succeeding from Anywhere highlights... View Details

February 2022 (Revised July 2022)
Supplement

InstaDeep: AI Innovation Born in Africa (B)

By: Shikhar Ghosh and Esel Çekin

Karim Beguir and Zohra Slim were the co-founders of InstaDeep, a deep tech startup focusing on artificial intelligence (AI) solutions. Instadeep was one of the few companies globally that were partnering with DeepMind, an AI subsidiary of Google [Alphabet Inc.].... View Details

Keywords: AI; Artificial Intelligence; Entrepreneurship; Operations; Business Subsidiaries; Brands and Branding; Innovation and Invention; Growth and Development Strategy; AI and Machine Learning; Technology Industry; Africa

17 Apr 2019
Research & Ideas

How Managers Stifle Creativity

conducive work environment, is external. The internal components are: Expertise. People need expertise to be creative. So, to the extent that you can continue to learn not only in your primary domain, but in other, related domains, you'll... View Details

Keywords: by Danielle Kost

Web

Digital Innovation - Alumni

harnessing the latest technology to educate students, conduct real-world research and share impactful insights with practitioners worldwide, and provide lifelong learning to alumni. Reinventing the Future of Business As rapid... View Details

November 2023
Case

Copilot(s): Generative AI at Microsoft and GitHub

By: Frank Nagle, Shane Greenstein, Maria P. Roche, Nataliya Langburd Wright and Sarah Mehta

This case tells the story of Microsoft’s 2018 acquisition of GitHub and the subsequent launch of GitHub Copilot, a tool that uses generative artificial intelligence to suggest snippets of code to software developers in real time. Set in late 2021, when Copilot was... View Details

Keywords: Business Ventures; Strategy; AI and Machine Learning; Applications and Software; Product Launch; Information Technology Industry; Technology Industry; Web Services Industry; United States; California

October 2021 (Revised June 2022)
Case

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli

PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details

November–December 2023
Article

Keep Your AI Projects on Track

By: Iavor Bojinov

AI—and especially its newest star, generative AI—is today a central theme in corporate boardrooms, leadership discussions, and casual exchanges among employees eager to supercharge their productivity. Sadly, beneath the aspirational headlines and tantalizing potential... View Details

Keywords: Generative Models; AI and Machine Learning; Success; Failure; Product Development; Technology Adoption

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06 Aug 2019
Blog Post

Entrepreneurship and Global Capitalism - Discovering the Business of Storytelling

entirely new. One of the best parts about HBS is its business history classes. Entrepreneurship and Global Capitalism — better known as EGC — follows different entrepreneurs around the world, one case at a time. What led to success? To failure? What can we View Details

March 2023 (Revised March 2025)
Case

Accelerating AI Adoption in the U.S. Air Force

By: Maria P. Roche and Alexander Farrow

In August 2022, the Pentagon tasked U.S. Air Force Captain Victor Lopez to launch a new office for AFWERX, an Air Force innovation unit that leveraged commercial developers and military talent to acquire advanced technologies. This task was particularly arduous because... View Details

Keywords: Technological Innovation; Organizational Design; AI and Machine Learning; Adoption; Technology Adoption; United States

April 2022
Article

AI Insurance: How Liability Insurance Can Drive the Responsible Adoption of Artificial Intelligence in Health Care

By: Ariel Dora Stern, Avi Goldfarb, Timo Minssen and W. Nicholson Price II

Despite enthusiasm about the potential to apply artificial intelligence (AI) to medicine and health care delivery, adoption remains tepid, even for the most compelling technologies. In this article, the authors focus on one set of challenges to AI adoption: those... View Details

Keywords: Artificial Intelligence; Medicine; Health Care and Treatment; Legal Liability; Insurance; Technology Adoption; AI and Machine Learning