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Data
Virtualization
at Logitech
= #Winning
Avinash Deshpande
Logitech Data Use Cases
Structured Semi-Structured Unstructured
BatchDataVelocityReal-Time
Social Media
Sentiment
Predictive Analytics
Demand Forecasting
Price violations on
Retail sites
Data Warehousing Text Mining
Security Video
Analysis
Retail Data
scrapping
Machine Learning
ioT
Multi site ERP
Marketing Funnel
Sales Channel Mgmt
Smart Home
Natural Language
Processing (NLP) VR Gaming
Device Events
Governed
Secured
Data Layer
Single
Semantic
Repository
Abstract
Access to
Disparate
Data
Sources
Optimized
Data
Availability in
Real-time to
Consumers
Why Virtualize?
eDW Solution Architecture
Data Producer Data Consumer Business Layer Reporting / Advanced Analytics Layer
eBS -Exadata
Reports
Edge Compute
iOT
Showcase
Business Process Orchestration
Although Logitech has a enabled data warehouse in Snowflake, some business verticals work
with SaaS services to run the business. Instead of extracting all that data for analysis and add
latency and extra processing, We virtualize that data through Denodo and provision process
flow
Consumer Master
Consumer
360
Central place to show all orders for
consumer
Orders
Consolidate consumer data for all BGs
Business Verticals
Create a centralized email preference
Center for Consumer ~ Logitech
relationship
Email Preferences
Central repository to enable cross-sell
Up-sell
Equipment
All tickets for consumer
Support Tickets
Generate APIs to provision data
APIs
Humanizing Data Insights
Natural Language Processing enabled
business users to post a question to a
chatbot and receive an answer with data
insights that are completely humanized
“What are the Q3 sales trends for
Product A in North America?
“The total Q3 sales for Product A in
North America totaled $200.4 M, a 15%
increase from Q3 last year, but only a
5% increase from last quarter.”
ANUVAAD
Provides you quick answers to
your supply chain queries
using Non-Technical Fuzzy
Types of Anuvaad
➢ Pure Statistics
Sell in forecast
➢ Time Over Time Ratios
Sales year over year
➢ Mix Ratios
Sales ratio
Impact
Business Impact
40%- 70% Performance Improvement
30% Cost Reduction
New Revenue Streams
Operational and Advanced Insights
Self Service
Certified Data Models
Technical Impact
Faster Time to Deliver
Reduced Total Cost of Ownership
Reduced Dependency on IT
Secured, Governed and Certified Data
Sources
Feedback
“Denodo’s Data Virtualization Platform
enabled us to build reusable data
services in a matter of hours instead of
weeks/months, thereby making IT
response faster and reducing costs.”
“Data platform has
enabled new
opportunities that were
hard to get to”
“Amazing … Game
Changer”
eBS -Exadata
Data Done Right!
Ad

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Data Virtualization at Logitech = #Winning

  • 2. Logitech Data Use Cases Structured Semi-Structured Unstructured BatchDataVelocityReal-Time Social Media Sentiment Predictive Analytics Demand Forecasting Price violations on Retail sites Data Warehousing Text Mining Security Video Analysis Retail Data scrapping Machine Learning ioT Multi site ERP Marketing Funnel Sales Channel Mgmt Smart Home Natural Language Processing (NLP) VR Gaming Device Events
  • 4. eDW Solution Architecture Data Producer Data Consumer Business Layer Reporting / Advanced Analytics Layer eBS -Exadata Reports Edge Compute iOT
  • 6. Business Process Orchestration Although Logitech has a enabled data warehouse in Snowflake, some business verticals work with SaaS services to run the business. Instead of extracting all that data for analysis and add latency and extra processing, We virtualize that data through Denodo and provision process flow
  • 7. Consumer Master Consumer 360 Central place to show all orders for consumer Orders Consolidate consumer data for all BGs Business Verticals Create a centralized email preference Center for Consumer ~ Logitech relationship Email Preferences Central repository to enable cross-sell Up-sell Equipment All tickets for consumer Support Tickets Generate APIs to provision data APIs
  • 8. Humanizing Data Insights Natural Language Processing enabled business users to post a question to a chatbot and receive an answer with data insights that are completely humanized “What are the Q3 sales trends for Product A in North America? “The total Q3 sales for Product A in North America totaled $200.4 M, a 15% increase from Q3 last year, but only a 5% increase from last quarter.”
  • 9. ANUVAAD Provides you quick answers to your supply chain queries using Non-Technical Fuzzy Types of Anuvaad ➢ Pure Statistics Sell in forecast ➢ Time Over Time Ratios Sales year over year ➢ Mix Ratios Sales ratio
  • 11. Business Impact 40%- 70% Performance Improvement 30% Cost Reduction New Revenue Streams Operational and Advanced Insights Self Service Certified Data Models
  • 12. Technical Impact Faster Time to Deliver Reduced Total Cost of Ownership Reduced Dependency on IT Secured, Governed and Certified Data Sources
  • 13. Feedback “Denodo’s Data Virtualization Platform enabled us to build reusable data services in a matter of hours instead of weeks/months, thereby making IT response faster and reducing costs.” “Data platform has enabled new opportunities that were hard to get to” “Amazing … Game Changer”