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Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Bernard Marr, Bestselling Author of “Big Data in Practice”
Arpit Choudhury, Founder of Astorik
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data-Driven
Innovation
All Data for
Everyone
Self-Service
Culture
Governed &
Accountable
Data
Collaboration
Agility &
Speed of
Decision
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Source: Harvard Business Review - 5 Pillars for Democratizing Data at Your Organization
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
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Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
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Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Governance
Single point of Access & Enforcement
•
•
•
•
Source: Techbeacon - How to Balance Data Governance with Data Democracy
Democratization
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
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KPI DB
Old
DWH
Source
(3 dbs)
New
DWH
Markets
DB
SAS Macros
BO Universes
Crystal
Report
Lumira WebI
Live
Office
Excel
General Reporting
KPI
Others
(2 dbs)
SAS
EG
VA
VA
Server
Excel
Risk Reporting
Board
Fed.
Fed.
Fed.
Views
Views Views
Views
Views
KPI DB
Old
DWH
Source
(8 dbs)
New
DWH
Markets
DB
WebI
General Reporting
KPI
Others
(5 dbs)
SAS
EG
VA
VA
Server
Excel
Risk Reporting
Board
Logical Data Warehouse
Flat files SaaS REST
SOAP
Customers
Business
Business
Systems
Customer
comm.
WWW
Tableau
Data
Catalog
Excel
Before After
SAS
datasets
odbc jdbc odbc rest jdbc odbc odbc odbc odbc
odbc
jdbc
rest
Data
Catalog
jdbc
Data Product Layer
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Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
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Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation

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