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Assure and Accelerate The Adoption of
Cloud Data PlatformsD A N N Y S A N D W E L L , D I R E C T O R P R O D U C T M A R K E T I N G , E R W I N I N C .
CONFIDENTIAL
erwin Data Literacy Suiteerwin Data Catalog Suite
Business User Portal
Business Glossary
Manager
Mapping Manager Lifecycle Manager
Reference Data
Manager
Data Profiling
Data Intelligence SuiteEnterprise Modeling
erwin Evolve
erwin Data Modeler
Data Automation
Standard Data Connectors Smart Data Connectors
erwin Enterprise Modeling & Data Intelligence Software
Solutions Focused On Enabling A Data-Driven Approach
© 2020 erwin, Inc. All rights reserved. 2
AI Match Workflow Manager
The Drivers for Cloud Adoption and Data Platform
Modernization
Digital
Transformation
Business
Continuity
Data Driven
Innovation
Financial
Optimization
© 2020 erwin, Inc. All rights reserved.
The Data Dilemma – IDC 2020
© 2020 erwin, Inc. All rights reserved. 4
IDC estimates 45
zettabytes of data
created in 2019 and
expected to grow at 26%
compounded annually
over five years to 2024.
95% of organizations
integrating up to six
different types of data
across 10 different types
of data management
technologies as they
manage operations, seal
strategic insights and
make business decisions.
In 2019, 94% of
organizations were
integrating data across
hybrid cloud
environments.
The Need For Data Intelligence – IDC 2020
© 2020 erwin, Inc. All rights reserved. 5
Effects of data
environment complexity
and the state of
intelligence about data
are being seen in the
efficiency and
effectiveness of data-
native workers.
The 80/20 rule stating the
percentage of time spent
in data discovery and
preparation compared to
the percentage of time
spent in analytics is
getting worse, now
approaching 85/15 as per
the results of the 2019
IDC DII survey.
This survey also told us
that on average, data-
native workers are more
unsuccessful than
successful in their tasks
as they search for,
prepare, govern and
analyze data.
Benefits
• Performance and Scalability
• Elasticity and Agility
• Lower TCO and Future Proof
• More Value From Data
Capabilities
• High Performance Data Store
• Hybrid DBMS Modalities
• Agile Data Integration
• Integrated BI & Analytics
6
Cloud Data Platform Benefits and Capabilities
© 2020 erwin, Inc. All rights reserved.
Data Governance and Intelligence
Migration
Transparency
Documenting
cutting edge
technologies
Data
democratization
enablers
Migrating Legacy Deployments
Time To Value
Conversion
Accuracy
Cost
Containment
7
Challenges To Realizing Modernization Benefits
© 2020 erwin, Inc. All rights reserved.
e
Modernizing Data Architecture
Automate Key Tasks to Accelerate and Assure
Transform &
Deploy Schema
© 2020 erwin, Inc. All rights reserved.
Bulk Load Data
Data
Re-Point Data
Movement
Re-Platform
Data Movement
Repeatable
Dev/Ops
Time To Value Accuracy
GovernanceReduced Costs
Modernizing Data Architecture
Migrate RDMBS structures to the cloud with data modeling
© 2020 erwin, Inc. All rights reserved. 9
Reverse Engineer Transform Forward Engineer
Data Mapping Documents:
Activating Metadata For Maximum Utility
© 2020 erwin, Inc. All rights reserved. 10
Data Movement Capture
Abstracted Mapping
Documents
Mapping Exploration
and Activation
Scan and Auto-
Document Code
Import Mappings from
Delimited Files
Manually Specify Mappings
Import Data Model Mappings
Source
Transformation
Target
Lineage Rendering
Impact Analysis
Automated Code Generation
Data Mapping: The “Logical Model” for Data Movement
© 2020 erwin, Inc. All rights reserved.
Modernizing Data Architecture
Automated ETL conversion process
© 2020 erwin, Inc. All rights reserved. 12
Automated ETL migration complexity assessment
Reverse engineer legacy ETL mappings
Forward engineer target ETL equivalent mappings
Unit test for completeness
Modernizing Data Architecture
Automated ETL migration complexity assessment
© 2020 erwin, Inc. All rights reserved. 13
StratificationComponentFrequency
LoadDesignPatternsProposedTimeline
Technology Integration
• Cloud-based ETL
• Spark-based ETL
• Big Data initiatives
Modernizing Data Architecture
Legacy ETL mapping conversion to cloud native tools
© 2020 erwin, Inc. All rights reserved. 14
Automation Benefits
• Consistent, machine-generated code
• Load design pattern standardization
• Significant time and cost savings
Cloud Governance
Enabling democratization of technical assets with a Contextual Business Asset Framework
© 2020 erwin, Inc. All rights reserved. 15
Mind Map Associations
Technical Assets
Business Terms
Policies & Procedures
Custom Associations
Cloud Governance
Leverage AI to Automate Governance and Intelligence Framework Configuration
© 2020 erwin, Inc. All rights reserved. 16
17© 2020 erwin, Inc. All rights reserved.
Cloud Governance
Automate the Discovery and Rendering of Detailed Lineage
Cloud Governance
Automate the Classification of Sensitive Data
© 2020 erwin, Inc. All rights reserved. 18
erwin Smart Connectors
Optional connectors that enable you to harvest metadata from a wide array of other sources, generate
code, and integrate with ecosystem environments.
© 2020 erwin, Inc. All rights reserved. 19
Reverse Engineering
Code Generation
Ecosystem Integrations
Testing Automation
Connectors auto-document (reverse engineer) mappings from ETL, BI
Tools, and procedural code.
Connectors to generate (forward engineer) mappings for ETL, ELT
Tools, and procedural code.
Connectors to integrate ecosystem applications both from a process
and meta and/or meta data perspective.
Connectors to connect Test tools (HP ALM/Quality Center), Generate
Test Cases, Generate Test SQL, Generate Validation and Test.
Realize Maximum Business Value From Cloud Data
Platforms
© 2020 erwin, Inc. All rights reserved. 20
Reduce costs and
mitigate risks when
migrating legacy
applications and data
to the cloud
Increase the precision,
speed, agility and
understanding of
cloud data
deployments
Assure transparency,
compliance and
governance for cloud
data and processes
Increase stakeholder
literacy and optimize
the efficiency and
accuracy of analytics
and other data usage
Cloud Data Platforms
Questions and Discussion

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Slides: Accelerate and Assure the Adoption of Cloud Data Platforms Using Intelligent Data Automation

  • 1. Assure and Accelerate The Adoption of Cloud Data PlatformsD A N N Y S A N D W E L L , D I R E C T O R P R O D U C T M A R K E T I N G , E R W I N I N C . CONFIDENTIAL
  • 2. erwin Data Literacy Suiteerwin Data Catalog Suite Business User Portal Business Glossary Manager Mapping Manager Lifecycle Manager Reference Data Manager Data Profiling Data Intelligence SuiteEnterprise Modeling erwin Evolve erwin Data Modeler Data Automation Standard Data Connectors Smart Data Connectors erwin Enterprise Modeling & Data Intelligence Software Solutions Focused On Enabling A Data-Driven Approach © 2020 erwin, Inc. All rights reserved. 2 AI Match Workflow Manager
  • 3. The Drivers for Cloud Adoption and Data Platform Modernization Digital Transformation Business Continuity Data Driven Innovation Financial Optimization © 2020 erwin, Inc. All rights reserved.
  • 4. The Data Dilemma – IDC 2020 © 2020 erwin, Inc. All rights reserved. 4 IDC estimates 45 zettabytes of data created in 2019 and expected to grow at 26% compounded annually over five years to 2024. 95% of organizations integrating up to six different types of data across 10 different types of data management technologies as they manage operations, seal strategic insights and make business decisions. In 2019, 94% of organizations were integrating data across hybrid cloud environments.
  • 5. The Need For Data Intelligence – IDC 2020 © 2020 erwin, Inc. All rights reserved. 5 Effects of data environment complexity and the state of intelligence about data are being seen in the efficiency and effectiveness of data- native workers. The 80/20 rule stating the percentage of time spent in data discovery and preparation compared to the percentage of time spent in analytics is getting worse, now approaching 85/15 as per the results of the 2019 IDC DII survey. This survey also told us that on average, data- native workers are more unsuccessful than successful in their tasks as they search for, prepare, govern and analyze data.
  • 6. Benefits • Performance and Scalability • Elasticity and Agility • Lower TCO and Future Proof • More Value From Data Capabilities • High Performance Data Store • Hybrid DBMS Modalities • Agile Data Integration • Integrated BI & Analytics 6 Cloud Data Platform Benefits and Capabilities © 2020 erwin, Inc. All rights reserved.
  • 7. Data Governance and Intelligence Migration Transparency Documenting cutting edge technologies Data democratization enablers Migrating Legacy Deployments Time To Value Conversion Accuracy Cost Containment 7 Challenges To Realizing Modernization Benefits © 2020 erwin, Inc. All rights reserved.
  • 8. e Modernizing Data Architecture Automate Key Tasks to Accelerate and Assure Transform & Deploy Schema © 2020 erwin, Inc. All rights reserved. Bulk Load Data Data Re-Point Data Movement Re-Platform Data Movement Repeatable Dev/Ops Time To Value Accuracy GovernanceReduced Costs
  • 9. Modernizing Data Architecture Migrate RDMBS structures to the cloud with data modeling © 2020 erwin, Inc. All rights reserved. 9 Reverse Engineer Transform Forward Engineer
  • 10. Data Mapping Documents: Activating Metadata For Maximum Utility © 2020 erwin, Inc. All rights reserved. 10 Data Movement Capture Abstracted Mapping Documents Mapping Exploration and Activation Scan and Auto- Document Code Import Mappings from Delimited Files Manually Specify Mappings Import Data Model Mappings Source Transformation Target Lineage Rendering Impact Analysis Automated Code Generation
  • 11. Data Mapping: The “Logical Model” for Data Movement © 2020 erwin, Inc. All rights reserved.
  • 12. Modernizing Data Architecture Automated ETL conversion process © 2020 erwin, Inc. All rights reserved. 12 Automated ETL migration complexity assessment Reverse engineer legacy ETL mappings Forward engineer target ETL equivalent mappings Unit test for completeness
  • 13. Modernizing Data Architecture Automated ETL migration complexity assessment © 2020 erwin, Inc. All rights reserved. 13 StratificationComponentFrequency LoadDesignPatternsProposedTimeline
  • 14. Technology Integration • Cloud-based ETL • Spark-based ETL • Big Data initiatives Modernizing Data Architecture Legacy ETL mapping conversion to cloud native tools © 2020 erwin, Inc. All rights reserved. 14 Automation Benefits • Consistent, machine-generated code • Load design pattern standardization • Significant time and cost savings
  • 15. Cloud Governance Enabling democratization of technical assets with a Contextual Business Asset Framework © 2020 erwin, Inc. All rights reserved. 15 Mind Map Associations Technical Assets Business Terms Policies & Procedures Custom Associations
  • 16. Cloud Governance Leverage AI to Automate Governance and Intelligence Framework Configuration © 2020 erwin, Inc. All rights reserved. 16
  • 17. 17© 2020 erwin, Inc. All rights reserved. Cloud Governance Automate the Discovery and Rendering of Detailed Lineage
  • 18. Cloud Governance Automate the Classification of Sensitive Data © 2020 erwin, Inc. All rights reserved. 18
  • 19. erwin Smart Connectors Optional connectors that enable you to harvest metadata from a wide array of other sources, generate code, and integrate with ecosystem environments. © 2020 erwin, Inc. All rights reserved. 19 Reverse Engineering Code Generation Ecosystem Integrations Testing Automation Connectors auto-document (reverse engineer) mappings from ETL, BI Tools, and procedural code. Connectors to generate (forward engineer) mappings for ETL, ELT Tools, and procedural code. Connectors to integrate ecosystem applications both from a process and meta and/or meta data perspective. Connectors to connect Test tools (HP ALM/Quality Center), Generate Test Cases, Generate Test SQL, Generate Validation and Test.
  • 20. Realize Maximum Business Value From Cloud Data Platforms © 2020 erwin, Inc. All rights reserved. 20 Reduce costs and mitigate risks when migrating legacy applications and data to the cloud Increase the precision, speed, agility and understanding of cloud data deployments Assure transparency, compliance and governance for cloud data and processes Increase stakeholder literacy and optimize the efficiency and accuracy of analytics and other data usage Cloud Data Platforms