R.D.Damhof - 2014
The Data Quadrant: A managerial perspective on automation
By Ronald Damhof
Email: 	

 ronald.Damhof@prud...
R.D.Damhof - 2014
Logistics and manufacturing
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
Push/Pull Point
Push/Supply/Sourc...
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
Development Style
Systematic
Oppo...
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
Development Style
Systematic
Oppo...
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
7 applications of the model…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How we produce…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How we Organize…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How we can govern…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How do people excel…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How we do projects…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How we use technology…
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
How we model….
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
Oh…about the money
R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
What about the 	

“Data Warehouse...
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Keynote 22 mei 2014 - dwh automation - 4 Quadrant

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Keynote presentation on 22nd of may 2014 - conference: DWH automation. Explaining a managerial perspective on automation using a 4 quadrant model

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Keynote 22 mei 2014 - dwh automation - 4 Quadrant

  1. 1. R.D.Damhof - 2014 The Data Quadrant: A managerial perspective on automation By Ronald Damhof Email: ronald.Damhof@prudenza.nl Linkedin: nl.linkedin.com/in/ronalddamhof/ Twitter: RonaldDamhof Blog: prudenza.typepad.com
  2. 2. R.D.Damhof - 2014 Logistics and manufacturing
  3. 3. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation
  4. 4. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Push/Pull Point Push/Supply/Source driven Pull/Demand/Product driven ▪ All facts, fully temporal ▪ Mass deployment ▪ Control > Agility ▪ Repeatable & predictable processes ▪ Standardised processes ▪ High level of automation ▪ Declarative > Procedural ▪ Model driven/Meta data Driven ▪ Relatively high IT/Data expertise ▪ Truth, Interpretation, Context ▪ Piece deployment ▪ Agility > Control ▪ User-friendliness ▪ Relatively low IT expertise ▪ Higher level of procedural deployment ▪ Domain expertise essential
  5. 5. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Development Style Systematic Opportunistic • User and developer are separated • Defensive Governance; focus on control and compliance • Strong focus on non-functionals; auditability, robustness, traceability, …. • Centralised and organisation-wide information domain • Configured and controlled deployment environment (dev/tst/acc/prod) • User and developer are one / closely related • Offensive governance; focus on adaptability & agility • Decentralized & personal/workgroup/department/theme information domain • All deployment is done in production
  6. 6. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Development Style Systematic Opportunistic I II III IV Research, Innovation & 
 Design Facts Context “Shadow IT, Incubation, Ad-hoc, Once off” Push/Supply/Source driven Pull/Demand/Product driven Push/Pull Point
  7. 7. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation 7 applications of the model…
  8. 8. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we produce…
  9. 9. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we Organize…
  10. 10. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we can govern…
  11. 11. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How do people excel…
  12. 12. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we do projects…
  13. 13. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we use technology…
  14. 14. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation How we model….
  15. 15. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation Oh…about the money
  16. 16. R.D.Damhof – Prudenza BV - Copyright - 22 mei 2014R.D.Damhof - May 2014 - DWH Automation What about the “Data Warehouse”?
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