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  • August 2018 (Revised October 2019)
  • Case

C3.ai—Driven to Succeed

By: Robert Simons and George Gonzalez
CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee... View Details
Keywords: Strategy Execution; Performance Measurement; Critical Performance Variables; Strategic Boundaries; Internet Of Things; Artificial Intelligence; Software Development; Big Data; Machine Learning; Business Startups; Management Style; Business Strategy; Performance; Measurement and Metrics; Organizational Culture; AI and Machine Learning; Digital Transformation; Applications and Software; Digital Marketing; Analytics and Data Science; Technology Industry; United States; California
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  • August 2018 (Revised October 2020)
  • Case

Tailor Brands: Artificial Intelligence-Driven Branding

By: Jill Avery
Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details
Keywords: Startup; Services; Artificial Intelligence; Machine Learning; Digital Marketing; Brand Management; Big Data; Internet Marketing; Analytics; Marketing; Marketing Strategy; Brands and Branding; Information Technology; Entrepreneurship; Venture Capital; Business Model; Consumer Behavior; AI and Machine Learning; Analytics and Data Science; Advertising Industry; Service Industry; Technology Industry; United States; North America; Israel
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  • June 2018 (Revised October 2018)
  • Teaching Note

Valuing Snap After the IPO Quiet Period (A), (B), and (C)

By: Marco Di Maggio and Benjamin C. Esty
Teaching Note for HBS Nos. 218-095, 218-096, and 218-116. View Details
Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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  • June 2018 (Revised October 2019)
  • Case

Back to the Roots

By: Elizabeth A. Keenan and Leslie K. John
Email mking@hbs.edu for a courtesy copy.

Back to the Roots (BTTR) is a start-up with a social mission to “undo food”—to reconnect people to where their food comes from. In late 2017, Back to the Roots cofounders... View Details
Keywords: Organic Food; Startup; Crowdfunding; Sustainability; Transparency; Entrepreneurship; Business Startups; Product Development; Product Marketing; Growth and Development Strategy; Decision Making; Food; Food and Beverage Industry
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  • June 2018
  • Teaching Note

LabCDMX: Experiment 50

By: Mitchell Weiss and Matt Higgins
Teaching Note for HBS No. 817-031. View Details
Keywords: Public Entrepreneurship; Experimentation; Lean Startup; Government; Innovation; Crowdsourcing; Open Data; Mexico City; Mexico; Entrepreneurship; Innovation and Invention; Social Entrepreneurship; Government Administration; Transportation; Innovation Leadership; Transportation Industry; Public Administration Industry; Mexico; Mexico City
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  • June 2018 (Revised April 2021)
  • Supplement

Valuing Snap After the IPO Quiet Period

By: Benjamin C. Esty, Marco Di Maggio and Greg Saldutte
Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; United States; California
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  • June 2018 (Revised April 2021)
  • Case

Valuing Snap After the IPO Quiet Period (A)

By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
Snap, the disappearing message app, went public at $17 per share on March 2, 2017, making its two 20-something founders the youngest self-made billionaires in the country. Over the next three weeks, 14 analysts made investment recommendations on Snap: two with buy... View Details
Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; ＂DCF Valuation,＂; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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  • June 2018
  • Supplement

Valuing Snap After the IPO Quiet Period (B)

By: Marco Di Maggio and Benjamin C. Esty
Analyzes Snap’s value and analyst recommendations following the events described in the (A) case. View Details
Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
Related
  • June 2018
  • Supplement

Valuing Snap After the IPO Quiet Period (C)

By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
Analyzes Snap’s value and analyst recommendations following the events described in the (B) case. View Details
Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
Related
  • June 2018 (Revised July 2018)
  • Teaching Note

Mark43

By: Thomas Eisenmann, Mitchell Weiss and Matt Higgins
Teaching Note for HBS No. 817-016. 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... View Details
Keywords: Sales; Customers; Entrepreneurship; Applications and Software; Business Startups; Growth and Development Strategy; Decision Making; Technology Industry; District of Columbia; Los Angeles
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  • May 2018 (Revised October 2018)
  • Case

Urban Us

By: Mitchell Weiss and Phoebe Peronto
Shaun Abrahamson and Stonly Baptiste aimed to invest in what they called "urbantech superheroes." At Urban Us, the seed-stage urban technology-focused venture capital firm the two started in 2012, they looked for startups innovating around the future of cities. By... View Details
Keywords: Public Entrepreneurship; Govtech; Urbantech; Seed Investing; Urban Us; Shaun Abrahamson; Stonly Baptiste; Remix; One Concern; Starcity; SeamlessDocs; Venture Capital; Public Sector; City; Urban Development; Entrepreneurship; Miami; San Francisco; New York (city, NY)
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  • May 2018 (Revised January 2019)
  • Case

AirFox (A): Embracing the Blockchain and an ICO

By: Jeffrey J. Bussgang, Edward B. Berk and Nate Schwalb
In summer 2017, Victor Santos, CEO of AirFox, considered whether to pivot his startup towards a new product built with blockchain—a quickly growing technology at the time. AirFox was an early stage startup that sold Software-as-a-Service (SaaS) to small telecom... View Details
Keywords: Blockchain; Cryptocurrency; Initial Coin Offering; ICO; Business Startups; Finance; Currency; Strategy; Decision Making; United States
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  • April 2018 (Revised February 2019)
  • Case

Gimlet Media: A Podcasting Startup

By: John Deighton and Leora Kornfeld
When digital distribution becomes an option for an analog industry, the effects on incumbents can be devastating. Is podcasting the beginning of the end of radio? Can it do what streaming video did to television and websites did to print? Two former public radio... View Details
Keywords: Podcasting; Business Ecosystem; Business Startups; Media; Disruption; Strategy
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  • March 2018
  • Article

Hospital Budget Systems are Holding Back Innovation

By: Robert S. Kaplan, Michael S. Jellinek and Derek A. Haas
Nearly 800 digital health startups were funded in 2017, an all-time high. Each of the new companies offers the hope of transforming the performance of the U.S. health care system. The audience for such innovation wants to be receptive: A recent American Hospital... View Details
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  • March 2018
  • Supplement

Hatch Startup Equity Valuation Exercise (Student Version)

By: Christopher Stanton and Shikhar Ghosh
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  • March 2018
  • Supplement

Hatch Startup Equity Valuation exercise for Instructor Use

By: Christopher Stanton and Shikhar Ghosh
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  • February 2018
  • Teaching Note

Instacart and the New Wave of Grocery Startups

By: John Deighton
Teaching Note for HBS No. 515-089. View Details
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  • February 2018 (Revised August 2018)
  • Case

Blue Haven Initiative: The PEGAfrica Investment

By: Vikram S. Gandhi, Caitlin Reimers Brumme and Amram Migdal
This case examines Blue Haven Initiative (BHI), an impact investing fund and family office, and one of its investments, PEGAfrica (PEG). BHI founder Liesel Pritzker Simmons’ motivations for using her family wealth to start a family office focused on impact investing,... View Details
Keywords: Impact Investing; Family Office; Development; International Development; International Development Investing; Development Fund; Sustainability; Solar Energy; Solar; Pay As You Go; PAYG; MFI; Social Venture; Business Ventures; Acquisition; Business Growth and Maturation; Business Startups; Economics; Development Economics; Energy; Energy Conservation; Energy Sources; Renewable Energy; Social Entrepreneurship; Finance; Assets; Asset Pricing; Capital; Capital Budgeting; Capital Structure; Venture Capital; Cash; Cash Flow; Currency; Currency Exchange Rate; Equity; Private Equity; Financial Instruments; Debt Securities; Stock Shares; Financing and Loans; Microfinance; International Finance; Investment; Investment Return; Investment Activism; Investment Funds; Investment Portfolio; Price; Geography; Geographic Location; Emerging Markets; Ownership; Ownership Stake; Private Ownership; Social Enterprise; Value; Valuation; Value Creation; Energy Industry; Financial Services Industry; Green Technology Industry; Africa; United States
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  • January 2018 (Revised February 2025)
  • Teaching Note

Collage.com: Scaling a Distributed Organization

By: Christopher Stanton and Shikhar Ghosh
Teaching Note for HBS No. 817-038. View Details
Keywords: Internet and the Web; Organizational Structure; Competitive Strategy; Employees; Business Startups; Growth and Development Strategy
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  • January 2018
  • Teaching Note

BeiGene

By: Willy Shih and Jimmy Zhang
Teaching Note for HBS No. 618-033. View Details
Keywords: Biotechnology; Drug Development; Corporate Strategy; Business Startups; Technological Innovation; Situation or Environment; Biotechnology Industry; Pharmaceutical Industry; China
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