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      • 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
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      Hamermesh, Richard G., and Olivia Hull. "Radial Analytics Probes Post-Acute Care." Harvard Business School Case 817-029, November 2016. (Revised November 2016.)
      • November 2016 (Revised November 2016)
      • Case

      Mark43

      By: Thomas Eisenmann, Mitch Weiss and Halah AlQahtani
      The founders of Mark43, an early-stage startup that provides software for law enforcement agencies, must decide whether to bid on a request for proposals (RFP) from the Los Angeles Police Department (LAPD). On the one hand, LAPD would be a second large and influential... View Details
      Keywords: Start-up; Software Applications; Government Markets; Rapid Growth Stage; Public Entrepreneurship; Entrepreneurship; Public Sector; Business Startups; Applications and Software; Growth and Development Strategy; United States; New York (city, NY)
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      Eisenmann, Thomas, Mitch Weiss, and Halah AlQahtani. "Mark43." Harvard Business School Case 817-016, November 2016. (Revised November 2016.)
      • October 2016 (Revised January 2020)
      • Case

      All Traffic Solutions

      By: Rajiv Lal and Scott F. Johnson
      All Traffic Solutions traditionally sold traffic signs that collected vehicle data to cities. In recent years, the firm connected their signs to the internet and began selling software that enabled cities to operate their signs remotely and collect data in a more... View Details
      Keywords: IoT; Internet Of Things; Smart Connected Products; All Traffic Solutions; Traffic; Internet and the Web; Information Technology; Digital Platforms; Information Infrastructure; Applications and Software; Transportation; Mobile and Wireless Technology; Manufacturing Industry; Technology Industry; Information Technology Industry; United States
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      Lal, Rajiv, and Scott F. Johnson. "All Traffic Solutions." Harvard Business School Case 517-011, October 2016. (Revised January 2020.)
      • October 2016 (Revised February 2019)
      • Case

      PTC: A Transformation to IoT

      By: Rajiv Lal and Sarah McAra
      In the 2010s, PTC, a leading provider of software for discrete manufacturers, faced maturing markets and changing customer needs as smart, connected products took hold—the rise of the Internet of Things (IoT). PTC saw a first mover advantage in entering the IoT space... View Details
      Keywords: Internet Of Things; IoT; Smart; Connected Products; Business Organization; Transformation; Customer Relationship Management; Innovation Strategy; Technological Innovation; Leading Change; Marketing; Product Development; Service Operations; Strategy; Competition; Technology Industry
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      Lal, Rajiv, and Sarah McAra. "PTC: A Transformation to IoT." Harvard Business School Case 517-033, October 2016. (Revised February 2019.)
      • October 2016 (Revised October 2023)
      • Case

      Bootstrapping at Lightricks

      By: Robert White, Jeffrey J. Bussgang and Christine Snively
      By August 2015, two-year-old mobile imaging software startup Lightricks had developed and released two best-selling paid mobile apps, grown to a team of 30, earned a revenue run rate of nearly $10 million, and achieved modest profitability. The bootstrapped company had... View Details
      Keywords: Business Startup; Information Technology; Internet and the Web; Entrepreneurship; Mobile and Wireless Technology; Information Infrastructure; Business Startups; Digital Marketing; Finance; Strategy; Technology Industry; Israel
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      White, Robert, Jeffrey J. Bussgang, and Christine Snively. "Bootstrapping at Lightricks." Harvard Business School Case 817-051, October 2016. (Revised October 2023.)
      • 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
      Keywords: Electronic Medical Records; Telemedicine; Hypertension; High Blood Pressure; Chronic Disease; Entrepreneurship; Health Disorders; Business Model; Business Startups; Innovation and Invention; Growth Management; Marketing Strategy; Product Launch; Product Positioning; Science-Based Business; Business Strategy; Health Industry; Technology Industry; New Orleans; Louisiana
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      Hamermesh, Richard G., and Olivia Hull. "Innovating Beyond Ochsner." Harvard Business School Case 817-028, October 2016. (Revised November 2016.)
      • October 2016
      • Article

      Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity

      By: Alan MacCormack and Daniel J. Sturtevant
      Technical debt is created when design decisions that are expedient in the short-term increase the costs of maintaining and adapting this system in future. An important component of technical debt relates to decisions about system architecture. As systems grow and... View Details
      Keywords: Information Infrastructure; Performance Efficiency; Applications and Software; Infrastructure
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      MacCormack, Alan, and Daniel J. Sturtevant. "Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity." Journal of Systems and Software 120 (October 2016): 170–182. (Received 31 May 2015. Revised 28 May 2016. Accepted 4 June 2016.)
      • September 2016 (Revised January 2020)
      • Case

      Pebble: Wearables Pioneer

      By: David Yoffie and Allison Ciechanover
      In the summer of 2016, wearables “wunderkind” and Pebble founder and CEO, Eric Migicovsky, was pleased with the young startup’s success in the five years since its founding. The Silicon Valley–based company had recently shipped its two millionth smartwatch; held the... View Details
      Keywords: Competition; Strategy; Innovation Strategy; Product; Information Technology; Technological Innovation; Business Startups; Technology Industry; United States; California
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      Yoffie, David, and Allison Ciechanover. "Pebble: Wearables Pioneer." Harvard Business School Case 717-414, September 2016. (Revised January 2020.)
      • September 2016 (Revised February 2017)
      • Case

      MyTime

      By: Juliane Begenau and Robin Greenwood
      Ethan Anderson, the CEO of San Francisco–based e-commerce company MyTime, must decide on the company's growth strategy. MyTime’s first product was a website and mobile app that offered consumers a convenient way to book appointments with local merchants throughout the... View Details
      Keywords: Customer Valuation; Discounted Cash Flow; Software; Valuation Methodologies; Subscriber Models; Financial Management; Corporate Finance; Growth and Development Strategy; Valuation; Applications and Software; Information Technology Industry; North and Central America
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      Begenau, Juliane, and Robin Greenwood. "MyTime." Harvard Business School Case 217-026, September 2016. (Revised February 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.)
      • September 2016 (Revised March 2020)
      • Teaching Note

      Fasten: Challenging Uber and Lyft with a New Business Model

      By: Feng Zhu
      Fasten, a new ridesharing start-up in Boston, entered the scene in September 2015 hoping its unique vision of transparency for both driver and passenger and strategy to keep riders' fares low and charge drivers a flat $0.99 fee per ride, as opposed to the 20%–30%... View Details
      Keywords: Information Technology; Transportation; Business Startups; Business Model; Transportation Industry; Boston
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      Zhu, Feng. "Fasten: Challenging Uber and Lyft with a New Business Model." Harvard Business School Teaching Note 617-019, September 2016. (Revised March 2020.)
      • September 2016
      • Supplement

      ZenRecruit: Sales Coaching and Performance Reviews

      By: Mark N. Roberge
      Amara Kaggwa leads the small but rapidly expanding sales team at ZenRecruit, a recruiting software application used by small businesses. Armed with six months of sales performance metrics, Kaggwa is preparing for her monthly performance conversations with two... View Details
      Keywords: Business or Company Management; Salesforce Management; Applications and Software; Employees; Performance Evaluation; Information Technology Industry; Retail Industry
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      Roberge, Mark N. "ZenRecruit: Sales Coaching and Performance Reviews." Harvard Business School Spreadsheet Supplement 817-704, September 2016.
      • September 2016
      • Case

      Designing Performance Metrics at GoDaddy

      By: C. Fritz Foley and Michael Lemm
      Scott Wagner has recently joined GoDaddy, a leading provider of cloud-based software and services that helped individuals and small businesses establish a web presence, in the dual role of chief operating officer and chief financial officer. One of his first tasks is... View Details
      Keywords: Motivation and Incentives; Management Practices and Processes; Performance Evaluation; Compensation and Benefits; Web Services Industry
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      Foley, C. Fritz, and Michael Lemm. "Designing Performance Metrics at GoDaddy." Harvard Business School Case 217-004, September 2016.
      • September 2016 (Revised February 2017)
      • Case

      ZenRecruit: Sales Coaching and Performance Reviews

      By: Mark Roberge
      Amara Kaggwa leads the small but rapidly expanding sales team at ZenRecruit, a recruiting software application used by small businesses. Armed with six months of sales performance metrics, Kaggwa is preparing for her monthly performance conversations with two... View Details
      Keywords: Entrepreneurial Marketing; Entrepreneurial Sales; Entrepreneurial Sales And Marketing; Marketing; Entrepreneurship; Sales
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      Roberge, Mark. "ZenRecruit: Sales Coaching and Performance Reviews." Harvard Business School Case 817-041, September 2016. (Revised February 2017.)
      • August 2016 (Revised November 2019)
      • Supplement

      eSig: Growth Analysis

      By: Mark N. Roberge and Thomas R. Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations, available as a... View Details
      Keywords: Esignature; Computer Software; Entrepreneurship; Business Startups; Management; Marketing Channels; Applications and Software; Computer Industry; United States
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      Roberge, Mark N., and Thomas R. Eisenmann. "eSig: Growth Analysis." Harvard Business School Spreadsheet Supplement 817-701, August 2016. (Revised November 2019.)
      • August 2016 (Revised November 2019)
      • Case

      eSig: Growth Analysis

      By: Mark Roberge and Tom Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations (available as a... View Details
      Keywords: Esignature; Computer Software; Business or Company Management; Marketing Channels; Applications and Software; Business Startups; Computer Industry
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      Roberge, Mark, and Tom Eisenmann. "eSig: Growth Analysis." Harvard Business School Case 817-009, August 2016. (Revised November 2019.)
      • July 2016 (Revised November 2018)
      • Case

      Code.org

      By: John J-H Kim, Lauren Barley and Allison M. Ciechanover
      The case explores Hadi Partovi’s mission to provide every K-12 student in the United States the opportunity to learn computer science. Students can assess how Partovi transformed his passion into an organization that reached millions around the globe through the launch... View Details
      Keywords: Nonprofit Organizations; Information Technology; Information Infrastructure; Applications and Software; Education; Education Industry; United States
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      Kim, John J-H, Lauren Barley, and Allison M. Ciechanover. "Code.org." Harvard Business School Case 317-008, July 2016. (Revised November 2018.)
      • 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.)
      • June 2016 (Revised May 2017)
      • Case

      FANUC Corporation: Reassessing the Firm's Governance and Financial Policies

      By: Benjamin C. Esty, Nobuo Sato and Akiko Kanno
      In February 2015, Daniel Loeb (a U.S.–based activist investor) announced his firm had a large investment in FANUC Corporation, a leading producer of industrial robots and software for machine tools. Loeb was demanding that the Japanese firm change its financial and... View Details
      Keywords: Hedge Funds; Economic Policy; Investments; Government Policy; Deregulation; Financial Management; Valuation; Investment Funds; Policy; Corporate Governance; Macroeconomics; Investment Activism; Change Management; Financial Strategy; Cross-Cultural and Cross-Border Issues; Japan; United States
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      Esty, Benjamin C., Nobuo Sato, and Akiko Kanno. "FANUC Corporation: Reassessing the Firm's Governance and Financial Policies." Harvard Business School Case 216-042, June 2016. (Revised May 2017.)
      • June 2016
      • Supplement

      FANUC Corporation: Reassessing the Firm's Governance and Financial Policies Spreadsheet Supplement

      By: Benjamin C. Esty and Akiko Kanno
      In February 2015, Daniel Loeb (a US-based activist investor) announced his firm had a large investment in FANUC Corporation, a leading producer of industrial robots and software for machine tools. Loeb was demanding that the Japanese firm change its financial and... View Details
      Keywords: Financial Management; Valuation; Investment Funds; Policy; Corporate Governance; Macroeconomics; Investment Activism; Change Management; Financial Strategy; Cross-Cultural and Cross-Border Issues; Japan; United States
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      Esty, Benjamin C., and Akiko Kanno. "FANUC Corporation: Reassessing the Firm's Governance and Financial Policies Spreadsheet Supplement." Harvard Business School Spreadsheet Supplement 216-714, June 2016.
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