aentropico Deck 2012-11-26

Transcript

1. Turning data into actionable insights Sebastián Pérez Saaibi | Juan Pablo Marín Díaz aentrópico
2. We are not the perfect team Sep. 2008 Feb. 2012 Scholarships MSc. Computational Statistics aentrópico Macx Red Agile prototyping of algorithmic solutions
3. aentrópico Managers should be able to understand their businesses and define strategies.
4. aentrópico Evidence is often neglected. Problem
5. aentrópico Evidence is often in data.
6. aentrópico Solution: Crunch data Insight *a simple flow Access Transform Analyze Visualize *Ideally
7. aentrópico Solution: Crunch data Insight Access Transform Analyze Visualize *Reality
8. Transform aentrópico Solution: Crunch data Insight Access Analyze Visualize get structured unstructured blogs news excel files twitter facebook web scrapers clean mix split merge join regexp remove outliers purge parse RDB? NOSQL? variable modeling: •machine learning •econometrics •artificial intelligence •natural language processing •information theory •signal processing •game theory testing iterate pie charts bars lines contours bubbles tree plots pdf dendograms html5 animations time varying Transform
9. aentrópico Solution: Crunch data Insight How many books shall I print? How to reduce maintenance costs? How to detect fraud? (finally!)
10. aentrópico 1) Upload or select data source. Our Solution:
11. aentrópico 1) Upload or select data source. 2) Select a question. Our Solution:
12. aentrópico 1) Upload or select data source. 2) Select a question. 3) Get your insight digest. Our Solution:
13. aentrópico Reports with actionable recommendations Our Solution:
14. aentrópico How to avoid out of stock during promotion times? Retailers:
15. aentrópico Mining companies: Reduce 30% maintenance costs. SAVE 1M USD/month
16. aentrópico Monitoring institutional corruption How to predict corruption incidents and detect fraud?
17. aentrópico Current solutions Slow, not replicable, costly...
18. Competitive Advantage Usability Implementation speed aentrópico Desktop/Server Web/Cloud
19. aentrópico Business Intelligence & analytics 10 Billion USD market. Gartner (2012)
20. aentrópico Market: 15% of employees are managers (LinkedIn). 6M in the US
21. aentrópico Market: 6M x 1000 USD x 5% 300M USD
22. aentrópico Over-estimated Market! Agile Development Refining our packaging Test different industries
23. aentrópico Measuring traction Paid Pilots to test solutions in: Oil & Gas Gaming Retail Data Journalism $40k
24. aentrópico No exponential growth 0 500 1000 1500 2000 Q1 Q2 Q3 Q4
25. 0 200 400 600 800 2012 2013 2012 Revenue Grants Coljuegos Retailer K USD 50K 40K
26. 0 200 400 600 800 2012 2013 2013 Revenue Grants Coljuegos Retailer K USD 400K
27. Getting there... Feb Today Jul 2012 Sep Team aentrópico sas business/product ux/ui backend Fellows Winners Oct Pitching
28. Financial Needs 2013 19% 9% 9% 63% 500k USD Product development Legal & IP Tech Infrastructure Marketing 2013
29. aentrópico Objectives Exponential growth
30. aentrópico Objectives Exponential growth Reduce CAC International sales Enlarge our team
31. aentrópico Let’s talk Are YOU ready for the long-tail data science revolution? «If you can't do any better, you are doing it wrong!» Zaid Ibiaas
32. Sebastián Pérez Saaibi spsaaibi@aentropi.co @spsaaibi Juan Pablo Marín Díaz jpmarindiaz@aentropi.co @jpmarindiaz aentrópico http://aentropi.co