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May 2020
Article

Scalable Holistic Linear Regression

By: Dimitris Bertsimas and Michael Lingzhi Li

We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting... View Details

Keywords: Mathematical Methods; Analytics and Data Science

November 2016 (Revised November 2016)
Case

Radial Analytics Probes Post-Acute Care

By: Richard G. Hamermesh and Olivia Hull

Thaddeus Fulford-Jones and Eric Weiss, founders of healthcare technology startup Radial Analytics, have been busy developing a software program designed to save hospitals money and improve patient outcomes by producing customized care plans for patients leaving the... View Details

Keywords: Electronic Medical Records; Electronic Health Records; Data Science; Entrepreneurship; Health Care and Treatment; Business Model; Business Startups; Innovation and Invention; Growth Management; Marketing Strategy; Product Launch; Product Positioning; Science-Based Business; Business Strategy; Health Industry; Technology Industry; Cambridge; Massachusetts

March 2019 (Revised June 2021)
Case

HelloSelf: Foundation

By: John R. Wells and Benjamin Weinstock

On January 6, 2019, HelloSelf, a London-based “BrainTech” company, founded a year earlier by Charles Wells, soft launched. The proposition was simply to help its members “Be your Best Self.” The company provided its registered members with access to a clinical... View Details

November 2019 (Revised June 2020)
Case

Indigo Agriculture: Harnessing Nature

By: Marco Iansiti, Michael W. Toffel and James Barnett

Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details

Keywords: Carbon Sequestration; Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts

September 2020 (Revised September 2021)
Case

Student Success at Georgia State University (A)

By: Michael W. Toffel, Robin Mendelson and Julia Kelley

Georgia State University had developed a reputation for driving student success by nearly doubling its graduation rate for students of all racial, ethnic, and socioeconomic backgrounds. It did so while growing its student body and the proportion of Black/African... View Details

January 2022 (Revised August 2022)
Case

Geely SEA: New Electric Vehicle Platforms

By: Willy C. Shih and Shu Lin

Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized battery electric vehicle (BEV). He had led... View Details

Keywords: Product Innovation; Product Architecture; Product Engineering; Platform Design; Platform Strategy; Information Infrastructure; Digital Platforms; Information Technology; Product Design; Product Development; Cost Management; Decision Making; Competitive Strategy; Industry Structures; Auto Industry; China; Sweden

January 2016
Case

Savannah Informatics

By: Kevin Schulman

John Muthee and Justus Paul are recent graduates of medical school and a unique program in clinical informatics. They return to Nairobi, Kenya with a passion to make a difference in their community. They have a team they know well, but need to find a project concept... View Details

Keywords: Information Systems; Entrepreneurship; Strategy; Kenya; Africa

October 2016 (Revised November 2016)
Case

Innovating Beyond Ochsner

By: Richard G. Hamermesh and Olivia Hull

The Ochsner Health System has developed a proprietary software tool designed to treat hypertension. Built into the system’s electronic medical records, the Hypertension Digital Medicine program allows patients to record their blood pressure at home and share readings... View Details

February 2020
Supplement

Indigo Agriculture: Harnessing Nature

By: Michael W. Toffel and James Barnett

Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details

Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts

17 Feb 2020
Sharpening Your Skills

How Entrepreneurs Can Find the Right Problem to Solve

validation of problems and target customers early in your product development process. One test, or even a few tests, does not qualify a product as marketable or fundable. The more objective tests you do up front, and iterate on those... View Details

Keywords: by Julia Austin

December 2011 (Revised June 2015)
Case

Chairman Zhang and Broad Group: Growth Dilemmas

By: Christopher Marquis, Nancy Hua Dai and Juelin Yin

Zhang Yue, founder and chairman of Broad Group, had developed a series of innovative products aimed at solving China's environmental problems. Broad Group's products, services, and management were guided by values that prioritized morals, responsibility, environmental... View Details

Keywords: Growth and Development; Strategy; Environmental Sustainability; China

02 Jan 2020
Op-Ed

Medicare for All or Public Option: Can Either Heal Health Care?

The United States has serious health care problems: More than 27 million uninsured people, costs that are growing faster than income, and a staggering $37 trillion of unfunded liabilities in the Medicare program. Perhaps most alarming: The US ranks lowest among View Details

Keywords: by Regina E. Herzlinger and James Wallace; Health; Public Administration

March 2000 (Revised April 2001)
Case

eFrenzy, Inc. (A)

By: Marco Iansiti and Nicole Tempest

Details how to design, launch, and scale a rapidly growing Internet venture. Focuses on the challenges and opportunities involved in leveraging a network of partners. View Details

Keywords: Corporate Entrepreneurship; Business Growth and Maturation; Internet and the Web; Product Development; Business or Company Management; Problems and Challenges; Information Technology Industry; United States

August 2024 (Revised March 2025)
Case

DBS' AI Journey

By: Feng Zhu, Harold Zhu and Adina Wong

Headquartered in Singapore, DBS Bank, one of Asia's leading financial services groups, embarked on a multi-year digital transformation under CEO Piyush Gupta in 2014. It was then that DBS also began experimenting with AI to drive value for the business and customers.... View Details

Keywords: Corporate Governance; AI and Machine Learning; Digital Transformation; Risk Management; Value Creation; Banking Industry; Financial Services Industry; Asia; Singapore

February 2018
Case

Qualtrics (A)

By: Doug J. Chung and James M. Lattin

Qualtrics was an online survey research platform and since the beginning, the company had relied entirely on an inside sales model—sales done remotely without face-to-face contact with clients. The low-cost inside sales model, along with an emphasis on a strong sales... View Details

Keywords: Sales Strategy; Inside Sales Model; Sales; Strategy; Growth and Development Strategy; Organizational Change and Adaptation

August 2021 (Revised March 2022)
Case

Camera IQ and the Metaverse: Building Augmented Reality Brand Experiences

By: Jill Avery and Rayan Nahas

Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales... View Details

Teaching Interest

Managing Social Enterprise (MSE)

This course examines how to create, develop and scale high-performing social enterprises - be they nonprofit, for-profit, or hybrid organizations. Unlike the business world where most stakeholders agree on the definition of success and are driven by market forces,... View Details

September 2010 (Revised November 2010)
Case

Ze-gen: Commercializing Clean Tech

By: Lynda M. Applegate, Kaitlyn Lyons and Scott Prozeller

The Ze-gen case covers the first five years in the life of a clean-tech start-up. Ze-gen had developed an innovative technology that converted solid waste into synthesis gas (called syngas). This technology was in testing at the company's pilot plant, built next to the... View Details

Keywords: Business Startups; Renewable Energy; Entrepreneurship; Financing and Loans; Environmental Sustainability; Commercialization; Green Technology Industry; New Bedford

April 2020
Teaching Note

Indigo Agriculture: Harnessing Nature

By: Michael W. Toffel and James Barnett

Teaching Note for HBS No. 620-024. Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing... View Details

Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Science-Based Business; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts

January 1995 (Revised June 1995)
Case

Cybertech Project (A), The

Describes the development and exploitation of a radical new computer-integrated technology in the largely manual meat-processing industry. The technology has been developed by the meat industry's research organization over a period of 15 years and is now ready for... View Details

Keywords: Production; Animal-Based Agribusiness; Information Technology; Product Marketing; Manufacturing Industry; Information Technology Industry; Agriculture and Agribusiness Industry

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