Rabobank-Scaling_a_global_data_platform__3_lessons_learned.pdf

Transcript

1. Scaling A Global Data Platform 3 Lessons Learned
2. Gavin Morgan Area Lead Global Data Platform
3. 3 3 lessons learned scaling a global data platform …or how not to scale a data graveyard
5. 35 9.1M 50,000
7. Retail International Finance Risk Financial Crime Tech HR
8. Retail Retail Producer of Data Consumer of Data Customer Acc Transactions
9. Retail International Finance Risk Financial Crime Tech HR Retail International Finance Risk Financial Crime Tech HR Data Producers Data Consumers Global Data Platform
10. Global Data Platform Producer Producer Producer Producer Consumer Consumer Consumer Consumer
11. Governed Data Marketplace for One Rabobank Netherlands Subsidiaries South America Australia / NZ North America North America 500 Data Producers 300 Data Consumers 2000 Data Products
12. Hanna Mironchyk Data Management Lead Global Data Platform
13. 3 lessons learned scaling a global data platform
14. Build on a foundation of data governance 1 Create transparency at scale 2 Focus on the user experience 3
15. Build on a foundation of data governance …or how not to create a data swamp 1
16. quick and dirty
17. strong foundation
18. Global Data Platform Producer Producer Producer Producer Consumer Consumer Consumer Consumer
19. Data Governance
20. Automate Data Management Find Data Product Data provisioning Request access to Data Product Send data access request to GDP Confirm Data Request Approve Data Request DDA is created Access data
21. DDA is created
22. Retail International Finance Risk Financial Crime Tech HR Retail International Finance Risk Financial Crime Tech HR Data Producers Data Consumers Global Data Platform
23. Retail International Finance Risk Financial Crime Tech HR Data owners GDP Data Management Data owners Data owners Data owners Data owners Data owners Data owners Global Data Platform Operating Model
25. Invest in Data Governance Implement Operating Model …how not to create a data swamp Automate Data Management
26. Create transparency at scale …or how not to build a black box 2
27. Data
28. Metadata Data
29. Availability
30. 30 Reliability
31. Usability
33. Design for metadata Build Insights from Day 1 …how not to build a black box Leverage metadata
34. 34 Focus on user experience …or how not to lose your users 3
37. Global Data Platform Producer Producer Producer Producer Consumer Consumer Consumer Consumer This is not a value proposition
38. Producer Producer Producer Producer Consumer Consumer Consumer Consumer Data Products We make it easy to share data
39. Finger on the pulse at scale
40. Global Data Platform Producer Producer Producer Producer Consumer Consumer Consumer Consumer Platforms operate on a basis of shared responsibility
41. Platform Producer Producer Producer Producer Consumer Consumer Consumer Consumer User Experience depends on shared responsibility
43. Data Producer Planning: Payment Data
44. Data Consumer “Finding data in the catalog is painful”
45. 1. User Journey Mapping
46. Impactful opportunities
47. Focus on the problem …how not to lose your users Engage your users Use design thinking
48. 48 3 lessons learned scaling a global data platform
49. Build on a foundation of data governance Metadata Data Create transparency at scale Focus on the user experience