Observations on building data product companies

Transcript

1. Observa(ons  on  building   data  products   Luiz  Neves  
2. Company   1.  Collect  data  from/about  industry   Data   Industry  
3. Industry   Company   1.  Collect  data  from/about  industry   2.  Merge  any  relevant  external  data     Data   3rd  Party   Data  
4. Industry   Company   Data   3rd  Party   Data   Tool   1.  Collect  data  from/about  industry   2.  Merge  any  relevant  external  data     3.  Sell  data  back  to  industry  in   the  form  of  tool(s)  
5. V.C.   Regulatory   Filings   Crunchbase   AngelList   Research   tool  
6. Food   Distribu(on   Public   Menu  Data   Market   trends   Analy(cal   Pricing  Tool   Aggregates  and  builds  a   taxonomy  of  entrée  items,   ingredients,  and  prices  
7. Farming   Crop   Inventory   Weather,   Market   Data   Farm   Management   &   Op(miza(on   Merges  weather,  geographic,   and  other  data  with  farmer’s   personal  crop  Inventory  
8. Fracking   Well  water   levels   water   management   tool   Aggregates  publicly  available   well  water  levels  with  relevant   oil  field  data   Oil  field   produc(on  
9. Industry   Company   3rd  Party   Data   Tool   Key  Differen(ators   -­‐  Exclusive  access  to  industry  data   -­‐  Aggrega(on  of  meta-­‐industry  data   -­‐  Difficult/crea(ve  data  collec(on   Data   -­‐  Public/government  datasets   -­‐  3rd  Party  APIs   -­‐  Own  proprietary  data  
10. Industry   Company   3rd  Party   Data   Tool   Data   Key  Ques(ons   2.  What  relevant  data  is  available?   1.  What  are  industry  goals/challenges?   3.  What  data  could  be  available?   4.  What  industry  tool  could  this  data  enable?  
11. Industry   Data   Science/ Engineering   Web   Development   Necessary   Skillsets  
12. Industry   Web   Development   But  what  about   here?   Data   Science/ Engineering  
13. Industry   Web   Development   Magic!   Data   Science/ Engineering  
14. Industry   Web   Development   Crea(vity,  Intui(on,   Industry  Insight   Magic!   Data   Science/ Engineering