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Logical Data Fabric: The Future of Data
Management and Analytics
#DenodoDataFest
A Journey from Data Paralysis to Data Analysis
Head of Data Enablement for Enterprise Business Services (EBS),
A division of Multichoice South Africa
LAUREN CHURCHER
MultiChoice is a South African
company that operates DStv, a
major satellite television service
in Sub-Saharan Africa.
In 2020, MultiChoice had a total
subscriber base of 20.1 million
viewers throughout Africa and is
considered one of the fastest
growing pay-TV operators globally.
#DenodoDataFest
PREVIOUS MESSAGING PROCESS
Service
Provider
Multiple
Datasets
per
country
Multiple Power
BI Dashboards
per country
Adhoc Extracts per
country per Service
provider in various
structures
DB
Multiple Service Providers with
different systems and processes
Service
Provider
Service
Provider
Messaging Bus
• Total effort to administer:
80 hrs
• Delay in publishing of
reports by up to 7 days for
month end
#DenodoDataFest
MESSAGING PROCESS THROUGH THE VIRTUAL LAYER
Service
Provider
Standard scheduled
extracts FTP
On premise
DB
Cloud DB
Service
Provider
Messaging Bus
Service
Provider
Virtual Abstraction Layer
• Total effort to administer: 80
hrs
• Delay in publishing of reports
by up to 7 days for month end
#DenodoDataFest
MESSAGING PROCESS THROUGH THE VIRTUAL LAYER
Service
Provider
Standard scheduled
extracts FTP
On premise
DB
Cloud DB
Service
Provider
Messaging Bus
Service
Provider
Virtual Abstraction Layer
• Total effort to administer: 80
hrs
• Delay in publishing of reports
by up to 7 days for month end
#DenodoDataFest
INSIGHTS FROM WEEKS TO DAYS
Vendor Report Files Copy to file share
and unzip
Split by country Upload to PowerBI
1 day 2 days 3 days 1 day
80 hours pm
3 days support troubleshooting
• Ample data available but required
heavy lifting to find value
• Once presented in Logical Data
Fabric, immediately use value or
not.
• Data availability went from being
up to a month behind to hourly
updates
• From implementation to first MVP
was 3 weeks.
#DenodoDataFest
NOW EVERYONE CAN BE AN ANALYST
• Data consumers are empowered
with self service and trusted view.
• Results and outcomes are queried
and investigated without the
dependency on scripting skills
• Data quality issues are highlighted
and processes are reviewed and
improved.
• Information is now an integral
operational tool used daily.
#DenodoDataFest
CREATING VALUABLE INFORMATION
• Improved data quality through in
flight cleaning and standardization
• Additional datasets for
augmentation easily added or
removed when required.
• Data ecosystem of high-level
summary to detail
• Self Service platform allows fast
deployment and access
© Copyright Denodo Technologies. All rights reserved
Unless otherwise specified, no part of this PDF file may be reproduced or utilized in
any for or by any means, electronic or mechanical, including photocopying and
microfilm, without prior the written authorization from Denodo Technologies.
Thank You!

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Solution Centric Architectural Presentation - A Journey from Data Paralysis to Data Analysis

  • 1. Logical Data Fabric: The Future of Data Management and Analytics
  • 2. #DenodoDataFest A Journey from Data Paralysis to Data Analysis Head of Data Enablement for Enterprise Business Services (EBS), A division of Multichoice South Africa LAUREN CHURCHER
  • 3. MultiChoice is a South African company that operates DStv, a major satellite television service in Sub-Saharan Africa. In 2020, MultiChoice had a total subscriber base of 20.1 million viewers throughout Africa and is considered one of the fastest growing pay-TV operators globally.
  • 4. #DenodoDataFest PREVIOUS MESSAGING PROCESS Service Provider Multiple Datasets per country Multiple Power BI Dashboards per country Adhoc Extracts per country per Service provider in various structures DB Multiple Service Providers with different systems and processes Service Provider Service Provider Messaging Bus • Total effort to administer: 80 hrs • Delay in publishing of reports by up to 7 days for month end
  • 5. #DenodoDataFest MESSAGING PROCESS THROUGH THE VIRTUAL LAYER Service Provider Standard scheduled extracts FTP On premise DB Cloud DB Service Provider Messaging Bus Service Provider Virtual Abstraction Layer • Total effort to administer: 80 hrs • Delay in publishing of reports by up to 7 days for month end
  • 6. #DenodoDataFest MESSAGING PROCESS THROUGH THE VIRTUAL LAYER Service Provider Standard scheduled extracts FTP On premise DB Cloud DB Service Provider Messaging Bus Service Provider Virtual Abstraction Layer • Total effort to administer: 80 hrs • Delay in publishing of reports by up to 7 days for month end
  • 7. #DenodoDataFest INSIGHTS FROM WEEKS TO DAYS Vendor Report Files Copy to file share and unzip Split by country Upload to PowerBI 1 day 2 days 3 days 1 day 80 hours pm 3 days support troubleshooting • Ample data available but required heavy lifting to find value • Once presented in Logical Data Fabric, immediately use value or not. • Data availability went from being up to a month behind to hourly updates • From implementation to first MVP was 3 weeks.
  • 8. #DenodoDataFest NOW EVERYONE CAN BE AN ANALYST • Data consumers are empowered with self service and trusted view. • Results and outcomes are queried and investigated without the dependency on scripting skills • Data quality issues are highlighted and processes are reviewed and improved. • Information is now an integral operational tool used daily.
  • 9. #DenodoDataFest CREATING VALUABLE INFORMATION • Improved data quality through in flight cleaning and standardization • Additional datasets for augmentation easily added or removed when required. • Data ecosystem of high-level summary to detail • Self Service platform allows fast deployment and access
  • 10. © Copyright Denodo Technologies. All rights reserved Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm, without prior the written authorization from Denodo Technologies. Thank You!