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      • Faculty Publications  (23)

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      • May 2025
      • Teaching Note

      The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation

      By: Tsedal Neeley
      Teaching Note for HBS Case No. 425-720. Florian Hillen, co-founder and CEO of VideaHealth, a startup using artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. This AI factory,... View Details
      Keywords: Diagnostics; Organization Design; Change Management; Disruption; Transformation; Health Care and Treatment; AI and Machine Learning; Technological Innovation; Technology Adoption; Disruptive Innovation; Management Style; Organizational Culture; Success; Adoption; Technology Industry; Health Industry; United States
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      Neeley, Tsedal. "The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation." Harvard Business School Teaching Note 425-102, May 2025.
      • January 2025
      • Case

      The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation (A)

      By: Tsedal Neeley, Levi Stroud, Ruth Page and Dave Habeeb
      Pre-abstract: This multimedia case should be assigned to students in advance of class. Instructors should consider the timing of making the (B) Case videos available to students, as they may reveal key case details.

      Abstract: Florian Hillen, co-founder... View Details
      Keywords: Diagnostics; Organization Design; Change Management; Disruption; Transformation; Health Care and Treatment; AI and Machine Learning; Technology Adoption; Technological Innovation; Management Style; Organizational Culture; Success; Technology Industry; Health Industry; United States
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      Neeley, Tsedal, Levi Stroud, Ruth Page, and Dave Habeeb. "The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation (A)." Harvard Business School Multimedia/Video Case 425-720, January 2025.
      • January 2025
      • Supplement

      The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation (B)

      By: Tsedal Neeley, Levi Stroud, Ruth Page and Dave Habeeb
      Pre-abstract: This multimedia case should be assigned to students in advance of class. Instructors should consider the timing of making the (B) Case videos available to students, as they may reveal key case details.

      Abstract: Florian Hillen, co-founder... View Details
      Keywords: Diagnostics; Organization Design; Change Management; Disruption; Transformation; Health Care and Treatment; AI and Machine Learning; Technology Adoption; Technological Innovation; Management Style; Organizational Culture; Success; Technology Industry; Health Industry; United States
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      Neeley, Tsedal, Levi Stroud, Ruth Page, and Dave Habeeb. "The VideaHealth AI Factory: CEO Florian Hillen on Speed, Scale, and Innovation (B)." Harvard Business School Multimedia/Video Supplement 425-721, January 2025.
      • March 2023
      • Teaching Note

      VideaHealth: Building the AI Factory

      By: Karim R. Lakhani
      Teaching Note for HBS Case No. 621-021. The case “VideaHealth: Building the AI Factory” examines the creation of dental startup VideaHealth (Videa) and the development of its artificial intelligence (AI)-led business strategy through the eyes of founder and CEO Florian... View Details
      Keywords: AI and Machine Learning; Applications and Software; Business Model; Marketing Strategy; Product Development; Health Industry; Technology Industry
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      Lakhani, Karim R. "VideaHealth: Building the AI Factory." Harvard Business School Teaching Note 623-073, March 2023.
      • October 2022
      • Case

      Beam Dental (A)

      By: Rembrand Koning and Alicia Dadlani
      In May 2014, Alex Frommeyer, cofounder and CEO of Kentucky-based Beam Dental, a seed-stage startup that developed connected toothbrushes that tracked brushing habits, needed to decide which strategy to pitch to a venture capital firm. The first pitch deck played to the... View Details
      Keywords: Business Startups; Business Strategy; Entrepreneurship; Financing and Loans; Presentations; Product Development; Insurance Industry; United States; Kentucky; Ohio
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      Koning, Rembrand, and Alicia Dadlani. "Beam Dental (A)." Harvard Business School Case 723-355, October 2022.
      • October 2022
      • Supplement

      Beam Dental (A): Pitch Deck Supplement 1

      By: Rembrand Koning and Alicia Dadlani
      Early pitch deck (one of two). This case is a supplement to Beam Dental (A) 723-355. View Details
      Keywords: Business Startups; Business Strategy; Entrepreneurship; Insurance Industry; United States; Kentucky; Ohio
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      Koning, Rembrand, and Alicia Dadlani. "Beam Dental (A): Pitch Deck Supplement 1." Harvard Business School Supplement 723-374, October 2022.
      • October 2022
      • Supplement

      Beam Dental (A): Pitch Deck Supplement 2

      By: Rembrand Koning and Alicia Dadlani
      Early pitch deck (two of two). This case is a supplement to Beam Dental (A) 723-355. View Details
      Keywords: Business Startups; Business Strategy; Entrepreneurship; United States; Kentucky; Ohio
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      Koning, Rembrand, and Alicia Dadlani. "Beam Dental (A): Pitch Deck Supplement 2." Harvard Business School Supplement 723-375, October 2022.
      • October 2022
      • Supplement

      Beam Dental (B)

      By: Rembrand Koning and Alicia Dadlani
      In May 2016, venture-backed Beam Dental was on the brink of financial collapse. Cofounder and CEO Alex Frommeyer weighed the unattractive terms of a bridge loan offered by Beam’s largest investor. Frommeyer needed to decide whether to accept the terms or concede defeat... View Details
      Keywords: Business Startups; Business Strategy; Entrepreneurship; Insolvency and Bankruptcy; Financing and Loans; Insurance Industry; United States; Kentucky; Ohio
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      Koning, Rembrand, and Alicia Dadlani. "Beam Dental (B)." Harvard Business School Supplement 723-356, October 2022.
      • July–August 2022
      • Article

      How Do Disadvantaged Groups Seek Information about Public Services? A Randomized Controlled Trial of Communication Technologies

      By: Katerina Linos, Melissa Carlson, Laura Jakli, Nadia Dalma, Isabelle Cohen, Afroditi Veloudaki and Stavros Nikiforos Spyrellis
      Governments and NGOs are switching to phone- and Internet-based communication technologies to reduce costs and broaden access to public services. However, these technological shifts can backfire if they exacerbate administrative burden in high-need communities. We... View Details
      Keywords: Communication Technology; Income
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      Linos, Katerina, Melissa Carlson, Laura Jakli, Nadia Dalma, Isabelle Cohen, Afroditi Veloudaki, and Stavros Nikiforos Spyrellis. "How Do Disadvantaged Groups Seek Information about Public Services? A Randomized Controlled Trial of Communication Technologies." Public Administration Review 82, no. 4 (July–August 2022): 708–720.
      • April 2021
      • Case

      ClearChoice Dental Implant Centers

      By: Robert S. Kaplan, Ashiana Jivraj and Jane Barrow
      The case illustrates the application of value-based health care to dental medicine. ClearChoice Dental Implant Centers was a rapidly-growing network of dentist-owned independent implant clinics. The targeted market included 23 million people, 15% of the US adult... View Details
      Keywords: Value-based Health Care; Dental Medicine; Growth and Development Strategy; Expansion; Business Strategy; Customer Value and Value Chain; Customer Focus and Relationships; Health Industry; United States
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      Kaplan, Robert S., Ashiana Jivraj, and Jane Barrow. "ClearChoice Dental Implant Centers." Harvard Business School Case 121-082, April 2021.
      • March 2021
      • Case

      VideaHealth: Building the AI Factory

      By: Karim R. Lakhani and Amy Klopfenstein
      Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details
      Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge
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      Lakhani, Karim R., and Amy Klopfenstein. "VideaHealth: Building the AI Factory." Harvard Business School Case 621-021, March 2021.
      • Article

      Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs

      By: Michael G. Endres, Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland and Robert A. Gaudin
      Periapical radiolucencies, which can be detected on panoramic radiographs, are one of the most common radiographic findings in dentistry and have a differential diagnosis including infections, granuloma, cysts, and tumors. In this study, we seek to investigate the... View Details
      Keywords: Artificial Intelligence; Diagnosis; Computer-assisted; Image Interpretation; Machine Learning; Radiography; Panoramic Radiograph; AI and Machine Learning
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      Endres, Michael G., Florian Hillen, Marios Salloumis, Ahmad R. Sedaghat, Stefan M. Niehues, Olivia Quatela, Henning Hanken, Ralf Smeets, Benedicta Beck-Broichsitter, Carsten Rendenbach, Karim R. Lakhani, Max Helland, and Robert A. Gaudin. "Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs." Diagnostics 10, no. 6 (June 2020).
      • January 2014 (Revised January 2014)
      • Case

      Henry Schein: Doing Well by Doing Good?

      By: Rebecca Henderson, Raffaella Sadun, Aldo Sesia and Russell Eisenstat

      Henry Schein Inc., a distributor of supplies to dentist, physician, and veterinary practices, had sales approaching $9 billion and employed nearly 16,000 people. The company had experienced impressive growth under the leadership of Stanley Bergman and his executive... View Details

      Keywords: Leadership Development; Strategy Execution; Performance Management; Corporate Culture; Social Responsibility; Mergers & Acquisitions; Joint Ventures; Partnerships; Health Care Industry; Healthcare Logistics Industry; Competitive Advantage; Strategy; Leadership; Global Strategy; Selection and Staffing; Management Style; Organizational Culture; Corporate Social Responsibility and Impact; Health Industry; Medical Devices and Supplies Industry; China; Europe; United States
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      Henderson, Rebecca, Raffaella Sadun, Aldo Sesia, and Russell Eisenstat. "Henry Schein: Doing Well by Doing Good?" Harvard Business School Case 714-450, January 2014. (Revised January 2014.)
      • September 2013 (Revised May 2014)
      • Case

      OdontoPrev

      By: Regina E. Herzlinger, Matthew Lingenbrink, Joshua Turnbull and Ricardo Reisen De Pinho
      Brazil's largest dental insurer, a successful and innovative firm, has saturated the corporate market and faces stiffer competition. It must decide whether to enter a new market in Brazil or to expand into other parts of Central and South America. View Details
      Keywords: Health; Business or Company Management; Market Entry and Exit; Insurance; Insurance Industry; Health Industry; North and Central America; Brazil
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      Herzlinger, Regina E., Matthew Lingenbrink, Joshua Turnbull, and Ricardo Reisen De Pinho. "OdontoPrev." Harvard Business School Case 314-038, September 2013. (Revised May 2014.)
      • 2012
      • Article

      Wider dem sauren Mund. Beiersdorfs U.S.-Geschaeft mit der Zahnpastamarke Pebeco

      By: G. Jones and Christina Lubinski
      This article examines the growth and ultimate demise of the toothpaste brand Pebeco, which was created by the German personal care company Beiersdorf in 1903. The brand was an enormous international success, becoming for a time the largest toothpaste brand in the... View Details
      Keywords: Growth and Development; Market Entry and Exit; Problems and Challenges; Marketing Strategy; Markets; Change; Customers; Social Psychology; Science; Brands and Branding; Competitive Strategy; Consumer Products Industry; United States; Germany
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      Jones, G., and Christina Lubinski. "Wider dem sauren Mund. Beiersdorfs U.S.-Geschaeft mit der Zahnpastamarke Pebeco." Hamburger Wirtschafts-Chronik 9 (2012): 141–165.
      • October 2011 (Revised March 2012)
      • Case

      Cottle-Taylor: Expanding the Oral Care Group in India

      By: John A. Quelch and Alisa Zalosh
      Brinda Patel, director of oral care products for the India division of a consumer home-care product company, develops a data-driven marketing plan for toothbrushes. She believes her plan can support a 20% increase in unit sales based on rising demand for modern... View Details
      Keywords: Forecasting; Budgeting; International Marketing; Product Planning & Policy; Sales Promotions; Marketing Plans; Products; Marketing Strategy; Consumer Behavior; Emerging Markets; Forecasting and Prediction; Advertising; Product Launch; Budgets and Budgeting; Product Development; Consumer Products Industry; Health Industry; India
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      Quelch, John A., and Alisa Zalosh. "Cottle-Taylor: Expanding the Oral Care Group in India." Harvard Business School Brief Case 114-350, October 2011. (Revised March 2012.)
      • June 2011 (Revised August 2011)
      • Case

      Colgate-Palmolive: Staying Ahead in Oral Care

      By: Rebecca M. Henderson and Ryan Johnson
      In 2011, Colgate-Palmolive (Colgate) was the global leader in oral care, with a dominant market share lead in toothpaste and a growing presence in toothbrushes and mouthwash. However, the firm faced stiff competition with perennial rivals P&G increasing their focus on... View Details
      Keywords: Innovation Strategy; Brands and Branding; Product Positioning; Distribution Channels; Relationships; Competition; Competitive Advantage; Customization and Personalization; Health Industry
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      Henderson, Rebecca M., and Ryan Johnson. "Colgate-Palmolive: Staying Ahead in Oral Care." Harvard Business School Case 311-120, June 2011. (Revised August 2011.)
      • January 2010 (Revised December 2011)
      • Case

      Jiamei Dental: Private Health Care in China

      By: William C. Kirby and G.A. Donovan
      With the recent announcement from the Chinese government that the country's healthcare system was going to undergo reform, Jiamei Dental Chairman Liu Jia wondered what that meant for his 15 year-old dental clinic business. Founded in 1993, Jiamei Dental Medical... View Details
      Keywords: Private Sector; Economic Slowdown and Stagnation; Entrepreneurship; Governing Rules, Regulations, and Reforms; Policy; Health Care and Treatment; Private Ownership; Partners and Partnerships; Competition; Expansion; Health Industry; China
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      Kirby, William C., and G.A. Donovan. "Jiamei Dental: Private Health Care in China." Harvard Business School Case 910-404, January 2010. (Revised December 2011.)
      • December 2006
      • Supplement

      Dental Corp--video

      By: Richard G. Hamermesh
      Keywords: Media; Health Industry
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      Hamermesh, Richard G. "Dental Corp--video." Harvard Business School Video Supplement 807-703, December 2006.
      • November 2006
      • Case

      Brontes Technologies -- 2005

      By: William A. Sahlman and Caroline Perkins
      Describes a set of decisions confronting the founders of a company developing a new device for taking three-dimensional pictures of teeth in order to improve dental outcomes. The company needs more money and must choose between raising new equity capital from a venture... View Details
      Keywords: Borrowing and Debt; Business Startups; Medical Devices and Supplies Industry
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      Sahlman, William A., and Caroline Perkins. "Brontes Technologies -- 2005." Harvard Business School Case 807-101, November 2006.
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