About Stuart G. Hall

Making a positive difference one day at a time. #London #Leicester

Leveraging the learnings from ‘edge cases’ to your business

Ever wanted to write a blog post on the subject of using the learnings from ‘edge cases’ to power your business? No rush! For the good reason that edge cases are traditionally regarded as of little value business wise, as this example from software UI underlines:

“Unlike a theorem, if your program makes 99 out of 100 users happy, you’re probably having a pretty good day. And it’s probably more important to make those 99 users happy again tomorrow than it is to figure out how to please that 100th user—especially if what he needs to make him happy would annoy the other 99.”

But if you still fancy having a go here’s my go at a logical simple framework for a blog post on how to impress customers – on how you are better than the one-size-fits approach which your competition takes, for whom serious consideration of edge cases is of no value:

  1. Your introduction outlines a hypothesis that edge cases can have value to wider business.
  2. Then two case studies where the first part outlines why at first analysis it would be considered an edge case.
  3. Then in second part why/what supports hypothesis that actually they have value to the wider business.
  4. Then to finish by considering what the analysis of the edge case hypothesis might mean for your business, and on particular your ability to add value to new clients as a result, going forward.

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Privately held tech startups with investment valuations of $1bn and more

Taken from a new report from KPMG and CB Insights, and spotted by Paul Marsden, who asks what are the common characteristics of these ‘unicorns’?

From a UK perspective the obvious is that 3 out of 4 are Fintech businesses. I am working on growth hacking that very market (starting today) with Causeway’s Tradex.

  1. Xiaomi Technology Co (CN) ($46bn: Consumer Tech – mobile/smart devices)
  2. Uber (US) ($41bn: Transport – mobile taxi app/service)
  3. Palantir Technologies (US) ($15bn: Enterprise Tech – Data)
  4. Shapchat (US) ($15bn: Mobile – Communications)
  5. SpaceX  (US) ($12bn: Aerospace)
  6. Flipkart (IN) ($11bn: Ecommerce – B2C)
  7. Pinterest (US) ($11bn: Media – Photosharing)
  8. Dropbox (US) ($10bn: SaaS – Cloud)
  9. Airbnb (US) $10bn: Travel – B2C (Booking))
  10. Theranos (US) $9bn: HealthTech)
  11. Kuaidi Dache (CN) $8.75bn: Transport – Mobile taxi app/service)
  12. Spotify (SE) ($8.4bn: Media – Music)
  13. Meituan (CN) ($7bn: Ecommerce – B2C Group Buying)
  14. Square Inc. (US) ($6bn: FinTech – Payments)
  15. WeWork (US) ($5bn: Office space/services)
  16. Zenefits (US) ($4.5bn: Enterprise Tech – Health Insurance)
  17. Cloudera (US) ($4.1bn – Enterprise Tech – B2B)
  18. Dianping (CN) ($4.05bn: Media – Reviews)
  19. Stripe (US) $3.5bn: FinTech – Payments)
  20. Atlassian (AU) ($3.3bn: Enterprise Tech – SaaS)
  21. Jawbone (US) ($3.3bn: Consumer Tech – Devices)
  22. Fanatics (US) ($3.1bn: Ecommerce B2C Sports)
  23. Legendary Entertainment (US) ($3bn: Media – studio)
  24. Vancl (CN) ($3bn: Ecommerce – Fashion)
  25. Pure Storage (US) ($3bn: Enterprise Tech)
  26. Moderna Therapeutics (US) ($3bn: HealthTech)
  27. Slack Technologies (CA) ($2.8bn: Enterprise Tech)
  28. Bloom Energy (US) ($2.7bn Energy)
  29. Powa Technologies (UK) ($2.7bn: Fintech – Mobile Payments)
  30. Snapdeal (IN) ($2.5bn: Marketplace – C2C)
  31. Lyft (US) ($2.5bn: Transport – Mobile taxi app/service)
  32. Vice Media (CA) ($2.5bn: Media – magazine, music label, film)
  33. Ola Cabs (IN) ($2.4bn: Transport – Mobile taxi app/service)
  34. Houzz (US) ($2.3bn: Media – Interior Decoration app/magazine)
  35. SurveyMonkey (US) ($2bn: Software – Online survey service)
  36. Evernote (US) ($2bn: Software – Productivity)
  37. One97 Communications (IN) ($2bn:  Mobile / Ecommerce)
  38. Coupang (KR) ($2bn: Ecommerce – B2C)
  39. Nutanix (US) ($2bn: Enterprise Tech)
  40. Domo (US) ($2bn: Enterprise Tech)
  41. Trendy International Group (CN) ($2bn: Retail – fashion)
  42. Instacart (US) ($2bn: Ecommerce – Grocery)
  43. Magic Leap (US) ($2bn: Augmented Reality)
  44. Prosper (US) $1.9bn: Fintech)
  45. Delivery Hero (DE) ($1.876bn: Online food ordering)
  46. Avito (RU) ($1.8bn: Marketplace – C2C)
  47. Intarcia Therapeutics (US) ($1.75bn HealthTech)
  48. Tanium (US) ($1.75bn Network Solutions)
  49. DocuSign (US) $1.6bn Enterprise Tech)
  50. mongoDB (US) ($1.6bn Software)
  51. insidesales (US) ($1.6bn Enterprise Tech – Sales)
  52. Adyen (NL) ($1.5bn: Fintech – Payments)
  53. Oscar (US: $1.5bn Fintech – Health Insurance)
  54. IronSource (IL) ($1.5bn Software – Distribution)
  55. Koudai (CN) ($1.4bn: Mobile Commerce)
  56. Jasper (US) ($1.4bn: IoT)
  57. deem (US) ($1.35bn: FinTech – Mobile)
  58. SoFi (US) ($1.3bn: FinTech)
  59. Sunrun (US) ($1.3bn: Energy)
  60. Lazada (KR) ($1.25bn: Ecommerce)
  61. Appnexus (US) ($1.2bn: Media – Advertising)
  62. Warby Parker (US) ($1.2bn Ecommerce)
  63. Infinidat (IL) ($1.2bn: Data)
  64. Sprinklr (US) ($1.170: Enterprise Tech)
  65. Automattic (US) ($1.160bn: Software – Publishing)
  66. Twilio (US) ($1.1bn: Communications)
  67. Good Technology (US) ($1.1bn: Enterprise Tech)
  68. Proteus (US) ($1.1bn: HealthTech)
  69. Actifio (US) ($1.1bn: Enterprise Tech – Data)
  70. Tango (US) ($1.1bn: Mobile – Social Networking)
  71. Nextdoor (US) ($1.1bn: Media – Social Networking)
  72. Docker (US) ($1.070bn: Software)
  73. Gilt Groupe (US) ($1.050bn: Ecommerce – Fashion)
  74. Transferwise (UK) ($1bn: FinTech)
  75. Shazam (US) ($1bn: Mobile/Media – Music)
  76. Shopify (CA) ($1bn: FinTech – B2B)
  77. CloudFlare (US) ($1bn: Enterprise Tech)
  78. Eventbrite (US) ($1bn: Ecommerce – Ticketing)
  79. Credit Karma (US) ($1bn: FinTech)
  80. Lookout (US) ($1bn: Mobile – Security)
  81. AppDynamics (US) ($1bn: SaaS – Software Performance)
  82. Hootsuite (CA) ($1bn: Media – Social Media Management)
  83. Kabam (US) $1bn: Software – Games)
  84. Klarna (SE) ($1bn: FinTech – Ecommerce Payments)
  85. Farfetch (UK) ($1bn: Ecommerce – Fashion)
  86. Funding Circle (UK) ($1bn: FinTech)
  87. Razer (US) ($1bn: Consumer Tech: Gaming)
  88. Fanli (CN) ($1bn: Ecommerce – B2C)
  89. Zomato (IN) ($1bn: Media/Mobile – Restaurants)
  90. JustFab (US) ($1bn: Ecommerce – B2C)
  91. Simplivity (US) ($1bn: Enterprise Tech – Data)
  92. Qualtrics (US) ($1bn: Enterprise Tech – Market Research)
  93. Mogujie (CN) ($1bn: Media – Fashion)
  94. Illumio (US) ($1bn: Enterprise Tech – Data/Security)
  95. Grabtaxi (MY) ($1bn: Transport – mobile taxi app/service)
  96. Beibei (CN) ($1bn: Ecommerce – B2C Infants)
  97. Yello mobile (KR) ($1bn: Mobile Incubator)
  98. Pluralsight (US) ($1bn: Education)
  99. Quikr (IN) ($1bn: Mobile – Classified Ads – IN)
  100. InMobi (IN) ($1bn: Mobile – Advertising – US)

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