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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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R.D.Damhof - 2014
The Data Quadrant: A managerial perspective on automationBy Ronald Damhof
Email: ronald.Damhof@prudenza.nl Linkedin: nl.linkedin.com/in/ronalddamhof/ Twitter: RonaldDamhof Blog: prudenza.typepad.com
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/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
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
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
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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