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Open data startups
       @heri
What’s a startup?
• For-profit
• Technology based
• With a unique unfair advantage
• Not limited to geographical boundaries
• Scalable, hockey stick curve growth when
  product-market fit
• e.g. : airbnb, kickstarter, square, songza
Challenges
• Raw data, sometimes not in a machine-
  readible format
• Open data often related to a country.
  Hardly scalable
• Open data available to all, low barriers to
  entry
• Often related to government services
Elements of an open
    data startup
Clarity of purpose

• Lots of noise in open data. Large diversity
  of apps
• Be able to summarize what you in the back
  of a business card... WITH LARGE
  LETTERS
Painkiller

• Think about delivering something amazing:
  pick one thing that is a burning importance
  to a customer (painkiller) then deliver a
  compelling solution
• Does any published data solve an existing
  problem?
Large markets


• Address big existing markets ready for
  rapid change. A market with a $1 B
  potential allows for error.
Customers

• Is there anyone willing to pay?
• Listing a few people who pay a premium for
  your unique offering is a good first sign.
• Often, open data apps can’t identify
  customers
Think differently

• Challenge what’s existing and take the
  contrarian route.
• Idea: offer for free what’s offer by big
  companies for a high cost
Technology is key

• Spend only on great engineering. Be very
  frugal on everything else
• Focus on stealth and speed of iteration
• Open data ideas: build superior intelligence
  and integration with other services
Business models
Open Source parallel

• Open Source: first a movement for
  programmers, then an asset for startups
• Deliver open data, charge monthly support
  (saas)
• Sell access to a superior version, designed
  for professional environments (freemium)
Other business models

• Advertising or donation. Necessity to build
  enough traffic
• Affiliate. e.g real estate data <=> real estate
  companies
• Combination?
Outlook

• very few startups -- land grab!
• lots of interest and “sympathy capital”
• Wealth of data previously unavailable
• Being able to improve society
Questions?


•@heri
• heri@madmedia.ca

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Open Data Startups. Heri Rakotomalala, @heri

  • 2. What’s a startup? • For-profit • Technology based • With a unique unfair advantage • Not limited to geographical boundaries • Scalable, hockey stick curve growth when product-market fit • e.g. : airbnb, kickstarter, square, songza
  • 3. Challenges • Raw data, sometimes not in a machine- readible format • Open data often related to a country. Hardly scalable • Open data available to all, low barriers to entry • Often related to government services
  • 4. Elements of an open data startup
  • 5. Clarity of purpose • Lots of noise in open data. Large diversity of apps • Be able to summarize what you in the back of a business card... WITH LARGE LETTERS
  • 6. Painkiller • Think about delivering something amazing: pick one thing that is a burning importance to a customer (painkiller) then deliver a compelling solution • Does any published data solve an existing problem?
  • 7. Large markets • Address big existing markets ready for rapid change. A market with a $1 B potential allows for error.
  • 8. Customers • Is there anyone willing to pay? • Listing a few people who pay a premium for your unique offering is a good first sign. • Often, open data apps can’t identify customers
  • 9. Think differently • Challenge what’s existing and take the contrarian route. • Idea: offer for free what’s offer by big companies for a high cost
  • 10. Technology is key • Spend only on great engineering. Be very frugal on everything else • Focus on stealth and speed of iteration • Open data ideas: build superior intelligence and integration with other services
  • 12. Open Source parallel • Open Source: first a movement for programmers, then an asset for startups • Deliver open data, charge monthly support (saas) • Sell access to a superior version, designed for professional environments (freemium)
  • 13. Other business models • Advertising or donation. Necessity to build enough traffic • Affiliate. e.g real estate data <=> real estate companies • Combination?
  • 14. Outlook • very few startups -- land grab! • lots of interest and “sympathy capital” • Wealth of data previously unavailable • Being able to improve society