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    • All HBS Web  (560)
      • Faculty Publications  (78)

      Market IntelligenceRemove Market Intelligence →

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      • February 2018
      • Case

      Vodafone: Managing Advanced Technologies and Artificial Intelligence

      By: William R. Kerr and Emer Moloney
      Vodafone was operating in the fast-moving telecommunications market where innovation and scale were key. Faced with an onslaught of technological advances—big data, automation, and artificial intelligence—CEO Vittorio Colao reflected on how he should change the... View Details
      Keywords: Technological Innovation; Management; Organizational Change and Adaptation; Corporate Social Responsibility and Impact; Opportunities; Telecommunications Industry
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      Kerr, William R., and Emer Moloney. "Vodafone: Managing Advanced Technologies and Artificial Intelligence." Harvard Business School Case 318-109, February 2018.
      • February 2018 (Revised October 2019)
      • Case

      HubSpot and Motion AI: Chatbot-Enabled CRM

      By: Jill Avery and Thomas Steenburgh
      HubSpot, an inbound marketing, sales, and customer relationship management (CRM) software provider, announced that it had acquired Motion AI, a software platform that enabled companies to easily build and deploy chatbots, fueled by artificial intelligence, to interact... View Details
      Keywords: CRM; Sales Management; Customer Service; Artificial Intelligence; B2B Vs. B2C; Business Marketing; SaaS; Marketing; Marketing Strategy; Brands and Branding; Customer Focus and Relationships; Sales; Salesforce Management; Technological Innovation; Applications and Software; Customer Relationship Management; AI and Machine Learning; Technology Industry; Service Industry; United States; North America
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      Avery, Jill, and Thomas Steenburgh. "HubSpot and Motion AI: Chatbot-Enabled CRM." Harvard Business School Case 518-067, February 2018. (Revised October 2019.)
      • February 2018 (Revised September 2018)
      • Case

      Huawei: How Can We Lead the Way?

      By: Elie Ofek, Tian Tao, Eden Yin and Nancy Hua Dai
      On September 12, 2017, just as Apple’s Tim Cook was unveiling the iPhone X, Richard Yu, CEO of Huawei’s Consumer Business Group (CBG), and Glory Cheung, his Chief Marketing Officer, were discussing some key strategic issues regarding Huawei’s smartphone business.... View Details
      Keywords: Product Launch; Product Positioning; Marketing Communications; Price; Competitive Strategy; Global Strategy
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      Ofek, Elie, Tian Tao, Eden Yin, and Nancy Hua Dai. "Huawei: How Can We Lead the Way?" Harvard Business School Case 518-071, February 2018. (Revised September 2018.)
      • November 2017
      • Teaching Note

      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: Brands; Brand & Product Management; Big Data; "Marketing Analytics"; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Teaching Note 518-053, November 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.)
      • 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.)
      • March 2016 (Revised November 2020)
      • Case

      Tableau

      By: Boris Vallee
      Matrix Capital Management, a long-short equity hedge fund based in Waltham, Massachusetts, is assessing its investment in Tableau, a data visualization company. Tableau, which conducted an IPO a few years ago, has been experiencing substantial growth as it aims at... View Details
      Keywords: Hedge Fund; Long-short Equity; Growth Investing; Growth and Development Strategy; Investment; Valuation; Technology; Technology Industry; Waltham
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      Vallee, Boris. "Tableau." Harvard Business School Case 216-045, March 2016. (Revised November 2020.)
      • 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.)
      • 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.
      • 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.
      • 2014
      • Contribution

      Entrepreneurship in Emerging Markets: Contextual Intelligence for the Study of Two Thirds of the World's Population

      By: Tarun Khanna
      In this paper, I review the concept of "institutional voids" that provides a way to understand the structure of emerging markets. These voids impede would-be buyers from getting together with would-be sellers, and hence compromise the functioning of markets.... View Details
      Keywords: Emerging Markets; Entrepreneurship
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      Khanna, Tarun. "Entrepreneurship in Emerging Markets: Contextual Intelligence for the Study of Two Thirds of the World's Population." Contribution to Multidisciplinary Insights from New AIB Fellows. Vol. 16, edited by Jean J. Boddewyn, 221–238. Research in Global Strategic Management. Bingley, UK: Emerald Group Publishing, 2014.
      • September 2011
      • Module Note

      Orientation to Leadership Intelligence Days, 2011

      By: Joshua D. Margolis and Anthony J. Mayo
      Julie Bornstein, senior vice president of Sephora Direct, is seeking to double her budget for social media and other digital marketing initiatives for 2011. A number of digital efforts implemented in the past two years seem to be bearing fruit and there is a desire to... View Details
      Keywords: Budgets and Budgeting; Borrowing and Debt; Investment Return; Resource Allocation; Marketing Communications; Marketing Strategy; Consumer Behavior; Online Technology; Beauty and Cosmetics Industry
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      Margolis, Joshua D., and Anthony J. Mayo. "Orientation to Leadership Intelligence Days, 2011." Harvard Business School Module Note 412-057, September 2011.
      • 2008
      • Simulation

      Strategic Innovation Simulation: Back Bay Battery

      By: Willy C. Shih and Clayton Christensen
      This online simulation allows students to play the role of a business unit manager at Back Bay Battery Company who faces the dilemma of balancing a portfolio of investment strategies across products in the rechargeable battery space. Players have to manage R&D... View Details
      Keywords: Competitive Strategy; Disruptive Innovation; Growth and Development Strategy; Innovation and Management; Investment; Product Development; Research and Development; Battery Industry
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      Shih, Willy C., and Clayton Christensen. "Strategic Innovation Simulation: Back Bay Battery." Simulation and Teaching Note. Watertown, MA: Harvard Business School Publishing, 2008. Electronic. (2656-HTM-ENG.)
      • August 2005 (Revised September 2006)
      • Case

      Polyphonic HMI: Mixing Music and Math

      By: Anita Elberse, Jehoshua Eliashberg and Julian Villanueva
      In 2003, Mike McCready, CEO of Barcelona-based Polyphonic HMI, was preparing to launch an artificial intelligence tool that could create significant value for music businesses. The technology, referred to as Hit Song Science (HSS), analyzed the mathematical... View Details
      Keywords: Forecasting and Prediction; Music Entertainment; Business History; Leadership; Marketing Strategy; Strategic Planning; Problems and Challenges; Mathematical Methods; Entertainment and Recreation Industry
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      Elberse, Anita, Jehoshua Eliashberg, and Julian Villanueva. "Polyphonic HMI: Mixing Music and Math." Harvard Business School Case 506-009, August 2005. (Revised September 2006.) (Spanish version also available.)
      • November 1999
      • Case

      net.Genesis, Inc.

      By: Robert J. Dolan, Rajiv Lal and Perry Fagan
      Net.Genesis is planning a strategy for the developing Internet market. In particular, it is creating the category of e-business intelligence and striving to be the brand leader in it. View Details
      Keywords: Emerging Markets; Strategic Planning; Expansion; Brands and Branding; Knowledge Use and Leverage; Marketing Communications; Internet and the Web; Change Management
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      Dolan, Robert J., Rajiv Lal, and Perry Fagan. "net.Genesis, Inc." Harvard Business School Case 500-009, November 1999.
      • Research Summary

      Overview

      By: John A. Deighton
      Professor Deighton conducts research at the intersection of information technology and marketing. He is interested in the complementary uses of human and artificial intelligence and creativity in areas such as advertising, content creation, and online retailing. He... View Details
      Keywords: Marketing; Media; Information Technology; Advertising Industry; Communications Industry; Consumer Products Industry; Information Technology Industry; Telecommunications Industry; Publishing Industry; North and Central America; Asia; Europe
      • Research Summary

      Overview

      By: Ayelet Israeli
      Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details
      Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data
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