Publications

October 2023 (Revised February 2024)
Case

Loris

By: Shunyuan Zhang, Das Narayandas, Stacy Straaberg and David Lane

In December 2022, Loris’s executive team considered their go-to-market strategy. Loris was an artificial intelligence (AI) software startup for the customer service industry with two products on the market: 1) Agent Assist which provided customer service agents (CSAs)... View Details

Keywords: Decisions; Growth and Development Strategy; Product Launch; Product Positioning; Business Strategy; Competitive Strategy; Business Startups; AI and Machine Learning; Applications and Software; Marketing Strategy; Sales; Technology Industry; United States

2020
Working Paper

Design in the Age of Artificial Intelligence

By: Roberto Verganti, Luca Vendraminelli and Marco Iansiti

Artificial Intelligence (AI) is affecting the scenario in which innovation takes place. What are the implications for our understanding of design? Is AI just another digital technology that, akin to many others, will not significantly question what we know about... View Details

Keywords: Artificial Intelligence; Design Thinking; Technological Innovation; Design; Change; Theory; AI and Machine Learning

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03 Jan 2023
Book

Confront Workplace Inequity in 2023: Dig Deep, Build Bridges, Take Collective Action

The work of Timnit Gebru and Margaret Mitchell offers a high-profile example, Opie notes. Gebru, who’s Black, and Mitchell, who’s white, explored fairness in machine learning... View Details

Keywords: by Pamela Reynolds

December 2023 (Revised August 2024)
Case

Monsters in the Machine? Tackling the Challenge of Responsible AI

By: Paul M. Healy and Debora L. Spar

In November of 2022, the small tech company OpenAI released ChatGPT, an artificial intelligence chatbot which quickly captured the public’s imagination—becoming the world’s fastest-growing consumer application within months of its release. Though observers from across... View Details

Keywords: Technological Innovation; AI and Machine Learning; Ethics; Governing Rules, Regulations, and Reforms; Technology Adoption; Corporate Social Responsibility and Impact; Technology Industry; United States; European Union; China

November 2023
Case

Riiid: Scaling AI Educational Services Globally

By: John Jong-Hyun Kim, Nancy Dai and Ruru Hoong

This article explores the definition and evolution of AI, its applications in education, and the role of AI, particularly in K-12 education. It discusses the founding of Riiid, an AI-driven educational technology company, and its journey in the education sector, with a... View Details

Keywords: AI and Machine Learning; Economic Sectors; Technological Innovation; Education Industry; South Korea; Asia

November 2022 (Revised December 2024)
Case

Hugging Face (A): Serving AI on a Platform

By: Shane Greenstein, Daniel Yue, Sarah Gulick and Kerry Herman

It is fall 2022, and open-source AI model company Hugging Face is considering its three areas of priorities: platform development, supporting the open-source community, and pursuing cutting-edge scientific research. As it expands services for enterprise clients, which... View Details

Keywords: Community; Open-source; AI and Machine Learning; Product Development; Networks; Service Delivery; Research; Governance; Business and Stakeholder Relations; Information Industry; Technology Industry; United States

Web

Leadership Initiative - Leadership

Review Press 2014), co-founder of Paradox Strategies, and co-creator of the Innovation Quotient, re:Route, and re:Mind. Hill co-founded InnovationForce, a SaaS company using AI View Details

22 Oct 2007
Research & Ideas

Bringing ‘Lean’ Principles to Service Industries

but it could also lead to more radical, innovative change (the sacking of Troy). "One of the main ideas behind lean is to take parts of a task that don't require human intervention and give them to View Details

Keywords: by Julia Hanna; Computer

09 Mar 2003
Research & Ideas

Six Keys to Building New Markets by Unleashing Disruptive Innovation

was more than good enough, companies like Dell could outsource the subsystems from which its machines were assembled. What was not good enough? The interface with the customer. By directly interacting with customers, Dell could ensure it... View Details

Keywords: by Clayton M. Christensen, Michael E. Raynor & Scott D. Anthony

02 Aug 2022
Blog Post

From HBS to Cutting-Edge Tech

enough to join Ford as a Machine Learning Researcher. I wrote software, generated intellectual property, and talked about autonomous vehicles in international industry conferences. In late 2018, I realized... View Details

May 2024
Case

A New Aiera for Equity Research

By: Joseph Pacelli, Charles CY Wang and James Barnett

Aiera (pronounced “era”) co-founder and CEO Ken Sena considers strategic pathways to growth for the artificial intelligence (AI)-powered platform used to source, verify, and transcribe earnings calls, company presentations, and other corporate events. View Details

Keywords: Financial Reporting; Financial Statements; Business Startups; Entrepreneurship; AI and Machine Learning; Growth and Development Strategy; Accounting Industry; Financial Services Industry; Technology Industry; United States

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

HBS - The year in Review

scale capabilities in the realm of digital products, data strategy and architecture, analytics, machine learning and AI, the group will work to build platforms View Details

November 2023
Article

Psychological Factors Underlying Attitudes toward AI Tools

By: Julian De Freitas, Stuti Agarwal, B. Schmitt and N. Haslam

What are the psychological factors driving attitudes toward AI tools, and how can resistance to AI systems be overcome when they are beneficial? In this perspective, we first organize the main sources of resistance into five main categories: opacity, emotionlessness,... View Details

Keywords: Policy; Self; AI and Machine Learning; Attitudes; Technology Adoption

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29 Oct 2019
Sharpening Your Skills

Robots in the Boardroom

Advanced Technologies How telecom giant Vodafone incorporated big data, automation, and artificial intelligence to improve productivity while ensuring new opportunities for next-generation workers. Will View Details

Keywords: by Sean Silverthorne

January 2017
Case

Danaher Corporation, 2007–2017

By: John R. Wells and Gabriel Ellsworth

On July 2, 2016, Danaher Corporation completed the spinoff of Fortive Corporation. The previous day, Danaher’s stock price had reached an all-time high. In 2015, Danaher had decided to split off its test and measurement, fuel and fleet management, and automation... View Details