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    • Faculty Publications  (266)

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    • All HBS Web  (1,481)
      • Faculty Publications  (266)

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      • June 2017
      • Teaching Note

      IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

      By: Rosabeth Moss Kanter and Jonathan Cohen
      Ginni Rometty, who became IBM CEO in 2012, led efforts to transform the company around cognitive computing and the AI platform Watson. This Teaching Note helps instructors understand and teach the Harvard Business School case “IBM Transforming, 2012–2016: Ginni Rometty... View Details
      Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Teaching Note 317-126, June 2017.
      • May 2017 (Revised March 2018)
      • Case

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Consumer Products Industry; Fashion Industry; Retail Industry; United States; Canada; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
      • April 2017
      • Case

      Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (A)

      By: Tsedal Neeley and Esel Çekin
      Galya Frayman Molinas, President of Coca-Cola's Turkish business and a 20-year company veteran, is unexpectedly asked to take the helm of a newly expanded territory with operations across eight additional countries in Central Asia: Armenia, Azerbaijan, Georgia,... View Details
      Keywords: Functions; Structure; Centralization; Decentralization; Diversity; Country Of Origin Effects; Global Contextual Intelligence; Leading Change; Crisis Management; Organizational Structure; Experience and Expertise; Situation or Environment; Central Asia; Turkey
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      Neeley, Tsedal, and Esel Çekin. "Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (A)." Harvard Business School Case 417-068, April 2017.
      • April 2017
      • Teaching Note

      Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (A, B, C, D)

      By: Tsedal Neeley and Nathan Overmeyer
      Teaching Note for HBS Nos. 417-068, 417-069, 417-070, and 417-071. View Details
      Keywords: Functions; Structure; Centralization; Decentralization; Diversity; Country Of Origin Effects; Global Contextual Intelligence; Leading Change; Crisis Management; Organizational Structure; Experience and Expertise; Situation or Environment; Central Asia; Turkey
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      Neeley, Tsedal, and Nathan Overmeyer. "Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (A, B, C, D)." Harvard Business School Teaching Note 417-084, April 2017.
      • April 2017
      • Supplement

      Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (B)

      By: Tsedal Neeley and Esel Çekin
      Supplements the (A) case. View Details
      Keywords: Functions; Structure; Centralization; Decentralization; Diversity; Country Of Origin Effects; Global Contextual Intelligence; Leading Change; Crisis Management; Organizational Structure; Experience and Expertise; Situation or Environment; Central Asia; Turkey
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      Neeley, Tsedal, and Esel Çekin. "Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (B)." Harvard Business School Supplement 417-069, April 2017.
      • April 2017
      • Supplement

      Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (C)

      By: Tsedal Neeley and Esel Çekin
      Supplements the (A) case. View Details
      Keywords: Functions; Structure; Centralization; Decentralization; Diversity; Country Of Origin Effects; Global Contextual Intelligence; Leading Change; Crisis Management; Organizational Structure; Experience and Expertise; Situation or Environment; Central Asia; Turkey
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      Neeley, Tsedal, and Esel Çekin. "Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (C)." Harvard Business School Supplement 417-070, April 2017.
      • April 2017
      • Supplement

      Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (D)

      By: Tsedal Neeley and Esel Çekin
      Supplements the (A) case. View Details
      Keywords: Functions; Structure; Centralization; Decentralization; Diversity; Country Of Origin Effects; Global Contextual Intelligence; Leading Change; Crisis Management; Organizational Structure; Experience and Expertise; Situation or Environment; Central Asia; Turkey
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      Neeley, Tsedal, and Esel Çekin. "Global Leadership in a Dynamic and Evolving Region: Molinas @ The Coca-Cola Company (D)." Harvard Business School Supplement 417-071, April 2017.
      • March 2017
      • Supplement

      Donna Dubinsky, Numenta and Artificial Intelligence

      By: David B. Yoffie
      Donna Dubinsky, CEO of Numenta, discusses her views of the future of artificial intelligence and the strategic challenges of building a new platform. View Details
      Keywords: Artificial Intelligence; Strategy; Technological Change; AI and Machine Learning; Technology Industry
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      Yoffie, David B. "Donna Dubinsky, Numenta and Artificial Intelligence." Harvard Business School Multimedia/Video Supplement 717-807, March 2017.
      • January 2017 (Revised March 2017)
      • Case

      IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

      By: Rosabeth Moss Kanter and Jonathan Cohen
      To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and... View Details
      Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Case 317-046, January 2017. (Revised March 2017.)
      • September 2016 (Revised September 2016)
      • Case

      Spectio: A Digital Lighting Company

      By: Rajiv Lal and Sarah McAra
      Spectio Tech, founded in 2005, developed and implemented intelligent LED lighting solutions for the industrial market. Sensors and wireless connectivity embedded in its LED fixtures not only significantly reduced lighting-related energy use—by up to 90% in some... View Details
      Keywords: Internet Of Things; IoT; LED Lighting; Start-up; Energy Efficiency; Information Technology; Technology Adoption; Technological Innovation; Business Startups; Internet and the Web
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      Lal, Rajiv, and Sarah McAra. "Spectio: A Digital Lighting Company." Harvard Business School Case 517-002, September 2016. (Revised September 2016.)
      • June 2016 (Revised August 2019)
      • Case

      Numenta: Inventing and (or) Commercializing AI

      By: David B. Yoffie, Liz Kind and David Ben Shimol
      In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details
      Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning
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      Yoffie, David B., Liz Kind, and David Ben Shimol. "Numenta: Inventing and (or) Commercializing AI." Harvard Business School Case 716-469, June 2016. (Revised August 2019.)
      • 2024
      • Working Paper

      Transforming the Federal Bureau of Investigation: Outcome and Process Framing

      By: Ryan Raffaelli, Tiona Zuzul, Ranjay Gulati and Jan Rivkin
      This twelve-year qualitative study examines how Director Robert Mueller and his senior team profoundly transformed the United States Federal Bureau of Investigation (FBI) after the 9/11 terrorist attacks. Drawing on 138 interviews within the FBI and Mueller’s... View Details
      Keywords: Mission and Purpose; Transformation; Government and Politics; Organizational Change and Adaptation
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      Raffaelli, Ryan, Tiona Zuzul, Ranjay Gulati, and Jan Rivkin. "Transforming the Federal Bureau of Investigation: Outcome and Process Framing." Harvard Business School Working Paper, No. 16-084. (Revise and Resubmit.)
      • December 2015 (Revised February 2016)
      • Case

      Ocado

      By: José Alvarez, David E. Bell and Damien McLoughlin
      In 2015, U.K.-based Ocado was the world's largest pure player in the online home-delivery grocery business and was gaining a growing share of the highly competitive U.K. grocery market. Ocado had made heavy investments in technology, including a highly automated... View Details
      Keywords: Ocado; Grocery; Retail; Online Grocery; Supermarket; Delivery Models; Service Models; United Kingdom; Technology; Operations Management; Digital Platforms; Competition; Internet and the Web; Service Operations; Service Delivery; Supply Chain; Marketing; Retail Industry; Food and Beverage Industry; United Kingdom
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      Alvarez, José, David E. Bell, and Damien McLoughlin. "Ocado." Harvard Business School Case 516-059, December 2015. (Revised February 2016.)
      • October 2015
      • Case

      Bigbelly

      By: Mitch Weiss and Christine Snively
      To accelerate Bigbelly's sales growth and its "smart cities" positioning, its CEO planned to shift his company from equipment sales to a subscription service. Jack Kutner hoped to re-position Bigbelly's solar-powered trash compacting stations beyond trash and recycling... View Details
      Keywords: Public Entrepreneurship; Smart Cities; Government Innovation; Internet Of Things; IoT; Anything As A Service; Platform As A Service; Infrastructure As A Service; PaaS; Xaas; Bigbelly; Jack Kutner; B2G; Civic Innovation; City Innovation; Government Technology; Govtech; Civic Technology; Entrepreneurship; Sales; Innovation and Invention; Digital Platforms; Internet and the Web; Information Technology Industry; Public Administration Industry; Telecommunications Industry; Web Services Industry; Industrial Products Industry; Massachusetts; United States; Boston; Chicago; Philadelphia; New York (city, NY)
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      Weiss, Mitch, and Christine Snively. "Bigbelly." Harvard Business School Case 816-005, October 2015.
      • 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... View Details
      Keywords: Analytics; Big Data; Business Analytics; Product Development Strategy; Machine Learning; Machine Intelligence; Artificial Intelligence; Product Development; AI and Machine Learning; Information Technology; Analytics and Data Science; Information Technology Industry; United States
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      Shih, Willy C. "Building Watson: Not So Elementary, My Dear! (Abridged)." Harvard Business School Case 616-025, October 2015. (Revised October 2016.)
      • September 2015 (Revised October 2015)
      • Module Note

      FIELD 2: Global Intelligence

      By: Anthony J. Mayo, Andy Zelleke, Jill Avery and Stephanie Galloway
      Keywords: Globalization; Management Skills
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      Mayo, Anthony J., Andy Zelleke, Jill Avery, and Stephanie Galloway. "FIELD 2: Global Intelligence." Harvard Business School Module Note 316-077, September 2015. (Revised October 2015.)
      • 2015
      • Other Teaching and Training Material

      Marketing Reading: Marketing Intelligence

      By: Robert J. Dolan and Leslie K. John
      This reading provides the basic knowledge a marketing manager needs in order to choose the right combination of research methods, as well as the best way to present research findings to stakeholders. Furthermore, this Reading shows how effective decision making hinges... View Details
      Keywords: Marketing Research; Marketing; Research
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      Dolan, Robert J., and Leslie K. John. "Marketing Reading: Marketing Intelligence." Core Curriculum Readings Series. Harvard Business Publishing 8191, 2015.
      • Article

      A Case for Contextual Intelligence

      By: Tarun Khanna
      In this perspective, I make a case for entrepreneurs and academics alike to focus on what I have referred to elsewhere as Contextual Intelligence, the ability to understand the limits of our knowledge, and to adapt that knowledge to a context different from the one in... View Details
      Keywords: Contextual Intelligence; Institutional Voids; Entrepreneurship In Emerging Markets; Knowledge Use and Leverage; Situation or Environment; Developing Countries and Economies; Entrepreneurship
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      Khanna, Tarun. "A Case for Contextual Intelligence." Special Issue on Leveraging India: Strategies for Global Competitiveness. Management International Review 55, no. 2 (April 2015): 181–190.
      • January 2015 (Revised April 2025)
      • Technical Note

      FIELD Global Capstone: Orchestrating a Compelling Presentation

      By: Jill Avery
      This note was written to help you organize and orchestrate your FIELD Global Immersion final project presentation to your global partner. It is designed to illustrate ways to make your final presentation persuasive, inspiring, and powerful—a presentation with presence.... View Details
      Keywords: Presentation Skills; Communication; Communication Intention and Meaning; Communication Strategy; Interpersonal Communication; Management Skills
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      Avery, Jill. "FIELD Global Capstone: Orchestrating a Compelling Presentation." Harvard Business School Technical Note 315-085, January 2015. (Revised April 2025.)
      • November 2014
      • Article

      Beyond Bedlam: How Consumers and Brands Alike Are Playing the Web

      By: John A. Deighton and Leora Kornfeld
      The new marketing order, as played out on media platforms like YouTube, Twitter and Instagram, is so unlike the order it is displacing that it might seem like bedlam, an asylum of sorts for ideas intelligible only to their creators. And yet, surely, something... View Details
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      Deighton, John A., and Leora Kornfeld. "Beyond Bedlam: How Consumers and Brands Alike Are Playing the Web." GfK Marketing Intelligence Review 6, no. 2 (November 2014): 28–33.
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