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Logical Data Fabric: The Future of Data
Management and Analytics
#DenodoDataFest
Logical Data Fabric – Value and Implementation
Scenarios in Financial Services & Insurance
CTO
IQZ Systems
sathish.tk@iqzsystems.com
sathish.tk@iqzsystems.com
Sathish TK
Data Silos
Data Management Challenges
Data Black Holes
BARC
What is Data Fabric?
Data fabric enables frictionless access and sharing of data in a
distributed data environment. It enables a single and consistent data
management framework, which allows seamless data access and
processing by design across otherwise siloed storage
-Gartner
Need for Data Fabric
Data Fabric – DM Framework
Gartner
Physical/Logical Data Fabric
Benefits of Logical Data Fabric
•Unified DM across on-premises, cloud, edge and hybrid-cloud
•Reliability of inter-connected data across disparate sources
•Reduce integration complexity
•Enhance data accessibility with security guardrails + governance
•Self-service data services & Unified metadata
•Flexibility in Data Delivery
•Real time decisioning (AI/ML, Visual Analytics & Insights)
Logical Data Fabric Role in the Ecosystem
Data Fabric Deployment Options
•On-premises
•Cloud
•Hybrid (Cloud/on-premises)
•Multi-cloud
Financial Services Use Cases
Investments – Real time consumption of investment data (funds &
stocks) from multiple internal and external sources.
Visual Analytics for Assets under management, timely campaigns based
on market conditions, and investment cross-sells
•Insurance
•Mortgage
•Non-Regulated Products
Insurance Use Cases
•New Business
•Policy Operations
•Claims
•Customer Service
•Mortality Studies
IQZ Data Fabric Financial Services
IQZ Logical Data Fabric Use Case – Life Policy Status Tracker
IQZ Logical Data Fabric Use Case – Pega
Case Study: Achieve SSOT (Golden Record)
using Logical Data Fabric
The client is a financial services company that offers life insurance,
mutual funds, mortgage, annuities, and other financial products,
distributed primarily on behalf of third parties. The client has many
subsidiaries which offers investment and savings products, brokerage
services, and registered investment advisory.
Property of IQZ systems. 2
Business Scenario
• Multiple data sources and varied CRUD operations on data sources
• Validation needs to be done at each source
• Downstream systems depend on this data for analytical and operational needs
• Lot of manual hours spent on data validation
• Numerous ETL jobs to move, transform and enrich data
Property of IQZ systems. 3
Future State
• Move towards a golden record model
• Ability for downstream systems to consume the data in different formats
• Scalability & Security to accommodate data volume and variety
• Enrichment and data validation to be done at semantic layer
• Reduce the number of ETL jobs and move to near real-time consumption
Property of IQZ systems. 5
Downstream system Validation and
Data enrichment happens at each of
this system
Current Data Flow
ETL
Downstream system Validation and
Data enrichment happens at each of
this system
Downstream system Validation and
Data enrichment happens at each of
this system
Downstream system Validation and
Data enrichment happens at each of
this system
ETL & Delimited files
Property of IQZ systems. 5
Modernized Data Flow
ETL
Logical Data Fabric
Connect to different source.
Enrich data, data validation, data
masking, and different publishing
options.
Property of IQZ systems. 6
Benefits
• Ability for business to easily identify available data sets for consumption using data catalogs
• Development time for data as service drastically reduced
• Data validation and enrichment done at semantic layer enables using a common data fabric to disperse
specialized data sets for different downstream systems
• Reduce integration jobs and enable near real-time data consumption
• Apply security guardrails at a data virtualization layer irrespective of the data sources
IQZ SNAPSHOT (IQZSYSTEMS.COM)
Data &
Analytics
Application
Modernization
Core Solution
Areas
Operations
Key Highlights
Instrumental in deploying
Repeat Client Business
Modern Workplace
100+ 90%
Digital Applications Architects and Developers
Companies
Fortune 500
Hashicorp
GCP
Denodo
Pega
Microsoft
Customers / Industry
Partner
Ecosystem
Sri Lanka
INDIA
Atlanta, GA
24*7 Global
Delivery Model
3 Countries
Certified
Insurance, HealthCare,
Auto, Oil & Gas,
Educational Sectors
Sitefinity
© 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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Logical Data Fabric and Industry-Focused Solutions by IQZ Systems

  • 1. Logical Data Fabric: The Future of Data Management and Analytics
  • 2. #DenodoDataFest Logical Data Fabric – Value and Implementation Scenarios in Financial Services & Insurance CTO IQZ Systems sathish.tk@iqzsystems.com sathish.tk@iqzsystems.com Sathish TK
  • 6. What is Data Fabric? Data fabric enables frictionless access and sharing of data in a distributed data environment. It enables a single and consistent data management framework, which allows seamless data access and processing by design across otherwise siloed storage -Gartner
  • 7. Need for Data Fabric
  • 8. Data Fabric – DM Framework Gartner
  • 10. Benefits of Logical Data Fabric •Unified DM across on-premises, cloud, edge and hybrid-cloud •Reliability of inter-connected data across disparate sources •Reduce integration complexity •Enhance data accessibility with security guardrails + governance •Self-service data services & Unified metadata •Flexibility in Data Delivery •Real time decisioning (AI/ML, Visual Analytics & Insights)
  • 11. Logical Data Fabric Role in the Ecosystem
  • 12. Data Fabric Deployment Options •On-premises •Cloud •Hybrid (Cloud/on-premises) •Multi-cloud
  • 13. Financial Services Use Cases Investments – Real time consumption of investment data (funds & stocks) from multiple internal and external sources. Visual Analytics for Assets under management, timely campaigns based on market conditions, and investment cross-sells •Insurance •Mortgage •Non-Regulated Products
  • 14. Insurance Use Cases •New Business •Policy Operations •Claims •Customer Service •Mortality Studies
  • 15. IQZ Data Fabric Financial Services
  • 16. IQZ Logical Data Fabric Use Case – Life Policy Status Tracker
  • 17. IQZ Logical Data Fabric Use Case – Pega
  • 18. Case Study: Achieve SSOT (Golden Record) using Logical Data Fabric The client is a financial services company that offers life insurance, mutual funds, mortgage, annuities, and other financial products, distributed primarily on behalf of third parties. The client has many subsidiaries which offers investment and savings products, brokerage services, and registered investment advisory.
  • 19. Property of IQZ systems. 2 Business Scenario • Multiple data sources and varied CRUD operations on data sources • Validation needs to be done at each source • Downstream systems depend on this data for analytical and operational needs • Lot of manual hours spent on data validation • Numerous ETL jobs to move, transform and enrich data
  • 20. Property of IQZ systems. 3 Future State • Move towards a golden record model • Ability for downstream systems to consume the data in different formats • Scalability & Security to accommodate data volume and variety • Enrichment and data validation to be done at semantic layer • Reduce the number of ETL jobs and move to near real-time consumption
  • 21. Property of IQZ systems. 5 Downstream system Validation and Data enrichment happens at each of this system Current Data Flow ETL Downstream system Validation and Data enrichment happens at each of this system Downstream system Validation and Data enrichment happens at each of this system Downstream system Validation and Data enrichment happens at each of this system ETL & Delimited files
  • 22. Property of IQZ systems. 5 Modernized Data Flow ETL Logical Data Fabric Connect to different source. Enrich data, data validation, data masking, and different publishing options.
  • 23. Property of IQZ systems. 6 Benefits • Ability for business to easily identify available data sets for consumption using data catalogs • Development time for data as service drastically reduced • Data validation and enrichment done at semantic layer enables using a common data fabric to disperse specialized data sets for different downstream systems • Reduce integration jobs and enable near real-time data consumption • Apply security guardrails at a data virtualization layer irrespective of the data sources
  • 24. IQZ SNAPSHOT (IQZSYSTEMS.COM) Data & Analytics Application Modernization Core Solution Areas Operations Key Highlights Instrumental in deploying Repeat Client Business Modern Workplace 100+ 90% Digital Applications Architects and Developers Companies Fortune 500 Hashicorp GCP Denodo Pega Microsoft Customers / Industry Partner Ecosystem Sri Lanka INDIA Atlanta, GA 24*7 Global Delivery Model 3 Countries Certified Insurance, HealthCare, Auto, Oil & Gas, Educational Sectors Sitefinity
  • 25. © 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!