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  • All HBS Web  (2,590)
    • People  (9)
    • News  (797)
    • Research  (1,439)
    • Events  (3)
    • Multimedia  (5)
  • Faculty Publications  (731)
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  • March 27, 2025
  • Article

How One Company Used AI to Broaden Its Customer Base

By: Sunil Gupta and Frank V. Cespedes
The software company SAP successfully leveraged AI tools to begin selling to the small and medium enterprises (SMEs) market, which had previously been uneconomical for its in-person sales approach. By mapping the customer journey and deploying over 40 AI tools, SAP... View Details
Keywords: AI and Machine Learning; Sales; Business Strategy; Market Entry and Exit
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Gupta, Sunil, and Frank V. Cespedes. "How One Company Used AI to Broaden Its Customer Base." Harvard Business Review (website) (March 27, 2025).
  • Web

Publications - Faculty & Research

Keywords: Retail ; Place Making ; Bookstores ; Industry Evolution ; Digital ; Commoditization ; Organizational Change and Adaptation ; Adaptation ; Business Strategy ; Digital Transformation ; E-commerce ;... View Details
  • 2020
  • Working Paper

Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?

By: Alvin J. Silk and Ernst R. Berndt
The two components of the advertising industry—the creative sector that develops and produces messages, and the communications sector that transmits messages via various media—have each been greatly affected by advances in creative design and communications... View Details
Keywords: Economy; Advertising; Spending; Media
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Silk, Alvin J., and Ernst R. Berndt. "Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?" NBER Working Paper Series, No. 28161, December 2020.
  • Web

Faculty & Research

HBS Book Space to Grow: Unlocking the Final Economic Frontier By: Matthew Weinzierl and Brendan Rosseau Your guide--using the compelling stories of changemakers and the tools of economics--to the View Details
  • July 2001 (Revised August 2002)
  • Case

Jamcracker

Jamcracker, a well-financed, young company is attempting to transform how IT services are delivered during a period of high-tech pessimism. Jamcracker is trying to popularize an "application service provider" (ASP) model of service delivery that will, if successful,... View Details
Keywords: Service Delivery; Information Technology; Business Startups; Information Technology Industry; Information Technology Industry
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Austin, Robert D. "Jamcracker." Harvard Business School Case 602-007, July 2001. (Revised August 2002.)
  • 14 May 2001
  • Research & Ideas

Are You Managing To a ‘T’? Time To Break With Tradition

Many companies have tried, with mixed success, to leverage this underused asset by centralizing knowledge management functions or by investing heavily in knowledge management technology. We suggest another approach, one that requires... View Details
Keywords: by Morten T. Hansen & Bolko Von Oetinger

    Lynda M. Applegate

    Lynda M. Applegate is a Baker Foundation Professor at HBS and is Chair of the Advisory Committee for Harvard University’s Masters Degree of Liberal Arts in Finance and Management at the Harvard University Extension School.  She has also played a... View Details

    • 25 Sep 2006
    • Research & Ideas

    How Software Platforms Revolutionize Business

    independent developers to build new features. The cell phone has become a lucrative platform for more than handset makers—also in on the party are makers of digital cameras, music services, and organizer software. Not only are existing... View Details
    Keywords: by Sean Silverthorne; Video Game; Web Services
    • 21 Mar 2011
    • Research & Ideas

    Are We Thinking Too Little, or Too Much?

    they were the fresh popcorn, strictly out of habit. Lately, Norton has been studying the brain chemistry of decision makers, using functional magnetic resonance imaging (fMRI) in order to determine the neural signatures of decisions based... View Details
    Keywords: by Carmen Nobel
    • 21 Aug 2018
    • News

    The Business Shelf: Driving Digital Strategy

    • October 2013 (Revised December 2013)
    • Case

    Intuit QuickBooks: From Product to Platform

    By: Andrei Hagiu and Elizabeth J. Altman
    This case focuses on the challenges and opportunities faced by a successful incumbent organization attempting to transform a large portion of its business from a traditionally product-centric operating mode to a platform-based one that leverages network effects to... View Details
    Keywords: Business Model; Organizational Change and Adaptation; Digital Platforms; Competitive Advantage; Network Effects; Consumer Products Industry
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    Hagiu, Andrei, and Elizabeth J. Altman. "Intuit QuickBooks: From Product to Platform." Harvard Business School Case 714-433, October 2013. (Revised December 2013.)
    • 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
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    Zhu, Feng, Harold Zhu, and Adina Wong. "DBS' AI Journey." Harvard Business School Case 625-053, August 2024. (Revised March 2025.)
    • January 2022 (Revised September 2023)
    • Case

    Simplifyy

    By: Paul A. Gompers and Alicia Dadlani
    Jake Lisby, co-founder and CEO of Simplifyy, a property technology startup in Kansas City, Missouri, was both exhausted and exhilarated by the flurry of activity surrounding the pivot of the business model in late 2021. Simplifyy, a venture-backed PropTech company, was... View Details
    Keywords: SaaS; SaaS Business Models; Business Model; Business Startups; Small Business; Geographic Location; Technological Innovation; Information Technology; Transformation; Problems and Challenges; Information Technology Industry; Information Technology Industry; United States; Missouri
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    Gompers, Paul A., and Alicia Dadlani. "Simplifyy." Harvard Business School Case 222-050, January 2022. (Revised September 2023.)
    • Person Page

    Course Development

    General Management: Processes and Action (GMPA) focuses on implementation and the way that general managers get things done.  Typically, they work through processes—sequences of tasks and activities that unfold over time, like strategic planning,... View Details
    • September 2017 (Revised December 2017)
    • Case

    Hulu: Redefining the Way People Experience TV

    By: Henry W. McGee and Christine Snively
    In May 2017, Hulu CEO Mike Hopkins announced the launch of Hulu Live TV, a new offering that would "change the way people experience TV." The new service would allow consumers to bypass traditional cable and satellite delivery and use the Internet to access live... View Details
    Keywords: Television Industry; Internet; Television Entertainment; Internet and the Web; Disruptive Innovation; Competitive Strategy; Price; Media and Broadcasting Industry; Media and Broadcasting Industry
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    McGee, Henry W., and Christine Snively. "Hulu: Redefining the Way People Experience TV." Harvard Business School Case 318-002, September 2017. (Revised December 2017.)
    • April 2001 (Revised March 2003)
    • Case

    XUMA

    By: Andrew P. McAfee and Kerry Herman
    XUMA is a Silicon Valley start-up that builds customized eBusiness software suites for its corporate clients. This market is crowded with large players, including the major consulting and systems integration companies. To date, building these suites has been a very... View Details
    Keywords: Production; Software; Business Startups; Innovation and Invention; Information Technology Industry; California
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    McAfee, Andrew P., and Kerry Herman. "XUMA." Harvard Business School Case 601-170, April 2001. (Revised March 2003.)
    • Article

    Beyond Statistics: The Economic Content of Risk Scores

    By: Liran Einav, Amy Finkelstein, Raymond Kluender and Paul Schrimpf
    "Big data" and statistical techniques to score potential transactions have transformed insurance and credit markets. In this paper, we observe that these widely-used statistical scores summarize a much richer heterogeneity, and may be endogenous to the context in which... View Details
    Keywords: Analytics and Data Science; Risk and Uncertainty; Insurance Industry
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    Einav, Liran, Amy Finkelstein, Raymond Kluender, and Paul Schrimpf. "Beyond Statistics: The Economic Content of Risk Scores." American Economic Journal: Applied Economics 8, no. 2 (April 2016): 195–224.
    • Program

    Owner/President Management

    capabilities Formulate optimal financing strategies Embrace digital transformation to drive breakthrough innovation Lead organizational change and drive profitable growth Identify View Details

      Regina E. Herzlinger

      Regina E. Herzlinger is the Nancy R. McPherson Professor of Business Administration at the Harvard Business School. She was the first woman to be tenured and chaired at Harvard Business School and serve on many established and start-up corporate health care/medical... View Details

      Keywords: health care; insurance industry; medical devices; retailing; digital health
      • Profile

      Michael R. Bloomberg

      news and information company, Bloomberg emerged as a billionaire business titan intent on changing the world. Having made his mark in business, he turned his attention to the political arena. In 2002, just... View Details
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