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1© 2018 IDERA, Inc. All rights reserved.
BATTLE THE DARK SIDE OF DATA GOVERNANCE
FEBRUARY 27, 2018
Ron Huizenga
Senior Product Manager, Enterprise Architecture & Modeling
@DataAviator
2© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 2© 2018 IDERA, Inc. All rights reserved.
IN A GALAXY NOT SO FAR AWAY …
 It is a dark time for all citizens of the galaxy.
 The data that we generate is growing more quickly than our ability to
manage and control it, yet we have an unquenchable thirst for more.
 The dark forces continue to strike through breaches and misuse,
threatening our privacy and well-being.
 Criminals pursue and steal our identities, with malicious intent.
 Other breaches are simply through errors, due to lack of awareness.
 The lawmakers regulate in an attempt to control, levying financial
penalties, which penalizes offenders but still fails to protect the innocent.
 We must channel the force, maximizing the knowledge at our disposal.
 A project or program addressing a specific regulation will not suffice. We
need to establish a culture of data awareness and prevention that is part
of how we conduct ourselves, each and every day...
3© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 3© 2018 IDERA, Inc. All rights reserved.
DISCUSSION TOPICS
 Data Security and Privacy Regulations
 Implications
 The Dark Side
• How do we address it?
 Channeling the Force
• Enterprise Architecture
• Models
• Integrated Metadata Repository
• Collaboration
 Examples
 Summary
 Q&A
4© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 4© 2018 IDERA, Inc. All rights reserved.
DATA SECURITY AND PRIVACY
 Examples
• Global Data Protection Regulation (GDPR)
• Health Insurance Portability & Accountability Act (HIPAA)
• Sarbanes Oxley (SOX)
 Some GDPR Imperatives:
• May 25, 2018 (less than 3 months away)
• Huge fines
• Applies globally
• Any/All organizations holding EU citizen’s data
• Law requires “privacy by design and default”
• 2 categories of personal data
• Standard personal data
− Names, addresses, web audit data
• Special personal Data
− Private data (ID’s like SSN, credit card info,bank account info etc)
− Biometric, genetic, racial/ethnic origin …
5© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 5© 2018 IDERA, Inc. All rights reserved.
HOW AND WHAT DATA IS COLLECTED?
* Business Process Diagram created using ER/Studio Business Architect
6© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 6© 2018 IDERA, Inc. All rights reserved.
PRIVACY IMPLICATIONS
 Where is the data?
 What is it?
• Which privacy laws could affect it?
• Requires classification!
 Who has access to it?
• Access requirements
• Permissions
• Data masking
7© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 7© 2018 IDERA, Inc. All rights reserved.
SOME INSIGHT INTO THE DARK SIDE
 Fear is the path to the dark side…fear leads to
anger…anger leads to hate…hate leads to
suffering
 Comply not – pay huge fines you will.
 Do. Or do not. There is no try!
 A Jedi uses the Force for knowledge and
defense
8© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 8© 2018 IDERA, Inc. All rights reserved.
ADDRESSING OUR OWN DARK SIDE
 Unaware: “The regulation doesn’t apply to us.”
• Are you sure about that?
 Procrastination: “Nobody is ready. They will push the compliance date back.”
• No, they won’t.
 Lack of full understanding: Assuming minimal safeguards will suffice.
• There are complex implications to regulatory requirements such as
• The right to be forgotten
• A person’s right to full disclosure and review of information that is being tracked about them
 Many regulatory requirements (but not all) should come as no surprise. They represent
practices that we should be following anyway, even without the regulations.
• Just like seat belt laws don’t make us safer when driving. Wearing the seatbelts
makes us safer, with or without a law.
 We need to be “proactive” rather than “reactive” in establishing governance policies
and procedures.
9© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 9© 2018 IDERA, Inc. All rights reserved.
HOW TO CHANNEL THE FORCE: ENTERPRISE ARCHITECTURE
Enterprise Enablement
ApplicationArchitecture
BusinessArchitecture
TechnicalArchitecture
Data Architecture
Governance
10© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 10© 2018 IDERA, Inc. All rights reserved.
SOME QUESTIONS MODELING CAN ANSWER
 To understand organizational data
• What’s important?
• Where is it? (can be may places)
• Where did it come from?
• How is it used (business processes)?
• What is the chain of custody?
• What are the business rules?
 Governance
• How do I identify private information?
• How long should I keep the information?
• Master Data Management classification
• Data quality
• Is it fit for purpose?
• What changed and why?
11© 2018 IDERA, Inc. All rights reserved.
APPROACH AND UNDERLYING ARCHITECTURE ARE EVERYTHING!
 Metadata Repository only
• Metadata import
• Metadata Catalog (without visual
models)
• Text search & lookup
• Like the “Flat Earth Society”
 Fully integrated metadata and
visual models (ER/Studio)
• Global perspective & focal point for:
• Data Models, Business Process
Models
• Visual Data Lineage
• Metadata, Policies, Reference Data
12© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 12© 2018 IDERA, Inc. All rights reserved.
INTEGRATED MODELING, ENTERPRISE ARCHITECTURE, GOVERNANCE COLLABORATION PLATFORM
Enterprise Data
Dictionaries
Logical & Physical Data Models
Dimensional Models
Visual Data Lineage
Conceptual Data Models
Business Process Models
Goals &
Strategies
Applications
Business
Units
Business
Rules
Stewards
Business
Glossaries
Business
Concepts
Reference
Data Sets
Policies
Alerts &
Notifications
Security
Follow
Capability
Discussion
Threads
Data
Sources
13© 2018 IDERA, Inc. All rights reserved.
HOW WE ACCOMPLISH THIS WITH ER/STUDIO ENTERPRISE TEAM EDITION
 Glossary + Terms
• Classification + member
• Business Glossary & Terms
• Policies and Rules
• Reference Data Sets
− Internally defines
− Externally defined
• Limitless hierarchy
• Limitless associations to
• Other instances (terms)
• Model elements
• Custom Attributes
 Data Dictionary
• Published from ER/Studio Models
• Data Architect
• Data Models
• Lineage
• Enterprise Data Dictionary
• Business Architect
• Business Rules
• Organization Structure
 Collaboration
• Discussions
• Streams
 Stewardship
• Assigned responsibilities
• Permissions
 Privacy and Security
• Define policies and associate
• Attachments
• Security properties
• Notifications
 Full integration and visualization of
• Data Models
• Conceptual, Logical, Physical Data Models
• Business Process Diagrams
• Data Lineage/Transformations
14© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 14© 2018 IDERA, Inc. All rights reserved.
GOVERNANCE POLICY HIERARCHY
15© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 15© 2018 IDERA, Inc. All rights reserved.
SPECIFIC REGULATION (GDPR)
16© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 16© 2018 IDERA, Inc. All rights reserved.
GDPR: SPECIFIC POLICY STATEMENTS
17© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 17© 2018 IDERA, Inc. All rights reserved.
SPECIFIC REGULATION (HIPAA)
18© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 18© 2018 IDERA, Inc. All rights reserved.
HIPAA: SPECIFIC POLICY STATEMENTS
19© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 19© 2018 IDERA, Inc. All rights reserved.
HIPAA: PATIENT INFORMATION
20© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 20© 2018 IDERA, Inc. All rights reserved.
HIPAA: RELATED POLICY STATEMENTS FOR THE OBJECT
21© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 21© 2018 IDERA, Inc. All rights reserved.
LINKED MODEL DIAGRAM
22© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 22© 2018 IDERA, Inc. All rights reserved.
REFERENCE DATA SET LIBRARY
23© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 23© 2018 IDERA, Inc. All rights reserved.
SPECIFIC REFERENCE DATA SETS (LINK TO SOURCE)
24© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 24© 2018 IDERA, Inc. All rights reserved.
REFERENCE DATA: LINKED WORKBOOK EXAMPLE
25© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 25© 2018 IDERA, Inc. All rights reserved.
SUMMARY
 Organizations must establish governance to address multiple data
privacy regulations with varying complexity and impact
 Conquer the dark side using integrated enterprise architecture
• Data Modeling
• Process Modeling
• Data Lineage
• Metadata collaboration
 Channel your inner “data Jedi” to establish a proactive data culture
 We need to establish a culture of data awareness and prevention
that is part of how we conduct ourselves, each and every day...
 Do. Or do not. There is no try!
26© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 26© 2018 IDERA, Inc. All rights reserved.
THANKS!
Any questions?
You can find me at:
ron.huizenga@idera.com
@DataAviator

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Battle the Dark Side of Data Governance

  • 1. 1© 2018 IDERA, Inc. All rights reserved. BATTLE THE DARK SIDE OF DATA GOVERNANCE FEBRUARY 27, 2018 Ron Huizenga Senior Product Manager, Enterprise Architecture & Modeling @DataAviator
  • 2. 2© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 2© 2018 IDERA, Inc. All rights reserved. IN A GALAXY NOT SO FAR AWAY …  It is a dark time for all citizens of the galaxy.  The data that we generate is growing more quickly than our ability to manage and control it, yet we have an unquenchable thirst for more.  The dark forces continue to strike through breaches and misuse, threatening our privacy and well-being.  Criminals pursue and steal our identities, with malicious intent.  Other breaches are simply through errors, due to lack of awareness.  The lawmakers regulate in an attempt to control, levying financial penalties, which penalizes offenders but still fails to protect the innocent.  We must channel the force, maximizing the knowledge at our disposal.  A project or program addressing a specific regulation will not suffice. We need to establish a culture of data awareness and prevention that is part of how we conduct ourselves, each and every day...
  • 3. 3© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 3© 2018 IDERA, Inc. All rights reserved. DISCUSSION TOPICS  Data Security and Privacy Regulations  Implications  The Dark Side • How do we address it?  Channeling the Force • Enterprise Architecture • Models • Integrated Metadata Repository • Collaboration  Examples  Summary  Q&A
  • 4. 4© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 4© 2018 IDERA, Inc. All rights reserved. DATA SECURITY AND PRIVACY  Examples • Global Data Protection Regulation (GDPR) • Health Insurance Portability & Accountability Act (HIPAA) • Sarbanes Oxley (SOX)  Some GDPR Imperatives: • May 25, 2018 (less than 3 months away) • Huge fines • Applies globally • Any/All organizations holding EU citizen’s data • Law requires “privacy by design and default” • 2 categories of personal data • Standard personal data − Names, addresses, web audit data • Special personal Data − Private data (ID’s like SSN, credit card info,bank account info etc) − Biometric, genetic, racial/ethnic origin …
  • 5. 5© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 5© 2018 IDERA, Inc. All rights reserved. HOW AND WHAT DATA IS COLLECTED? * Business Process Diagram created using ER/Studio Business Architect
  • 6. 6© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 6© 2018 IDERA, Inc. All rights reserved. PRIVACY IMPLICATIONS  Where is the data?  What is it? • Which privacy laws could affect it? • Requires classification!  Who has access to it? • Access requirements • Permissions • Data masking
  • 7. 7© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 7© 2018 IDERA, Inc. All rights reserved. SOME INSIGHT INTO THE DARK SIDE  Fear is the path to the dark side…fear leads to anger…anger leads to hate…hate leads to suffering  Comply not – pay huge fines you will.  Do. Or do not. There is no try!  A Jedi uses the Force for knowledge and defense
  • 8. 8© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 8© 2018 IDERA, Inc. All rights reserved. ADDRESSING OUR OWN DARK SIDE  Unaware: “The regulation doesn’t apply to us.” • Are you sure about that?  Procrastination: “Nobody is ready. They will push the compliance date back.” • No, they won’t.  Lack of full understanding: Assuming minimal safeguards will suffice. • There are complex implications to regulatory requirements such as • The right to be forgotten • A person’s right to full disclosure and review of information that is being tracked about them  Many regulatory requirements (but not all) should come as no surprise. They represent practices that we should be following anyway, even without the regulations. • Just like seat belt laws don’t make us safer when driving. Wearing the seatbelts makes us safer, with or without a law.  We need to be “proactive” rather than “reactive” in establishing governance policies and procedures.
  • 9. 9© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 9© 2018 IDERA, Inc. All rights reserved. HOW TO CHANNEL THE FORCE: ENTERPRISE ARCHITECTURE Enterprise Enablement ApplicationArchitecture BusinessArchitecture TechnicalArchitecture Data Architecture Governance
  • 10. 10© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 10© 2018 IDERA, Inc. All rights reserved. SOME QUESTIONS MODELING CAN ANSWER  To understand organizational data • What’s important? • Where is it? (can be may places) • Where did it come from? • How is it used (business processes)? • What is the chain of custody? • What are the business rules?  Governance • How do I identify private information? • How long should I keep the information? • Master Data Management classification • Data quality • Is it fit for purpose? • What changed and why?
  • 11. 11© 2018 IDERA, Inc. All rights reserved. APPROACH AND UNDERLYING ARCHITECTURE ARE EVERYTHING!  Metadata Repository only • Metadata import • Metadata Catalog (without visual models) • Text search & lookup • Like the “Flat Earth Society”  Fully integrated metadata and visual models (ER/Studio) • Global perspective & focal point for: • Data Models, Business Process Models • Visual Data Lineage • Metadata, Policies, Reference Data
  • 12. 12© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 12© 2018 IDERA, Inc. All rights reserved. INTEGRATED MODELING, ENTERPRISE ARCHITECTURE, GOVERNANCE COLLABORATION PLATFORM Enterprise Data Dictionaries Logical & Physical Data Models Dimensional Models Visual Data Lineage Conceptual Data Models Business Process Models Goals & Strategies Applications Business Units Business Rules Stewards Business Glossaries Business Concepts Reference Data Sets Policies Alerts & Notifications Security Follow Capability Discussion Threads Data Sources
  • 13. 13© 2018 IDERA, Inc. All rights reserved. HOW WE ACCOMPLISH THIS WITH ER/STUDIO ENTERPRISE TEAM EDITION  Glossary + Terms • Classification + member • Business Glossary & Terms • Policies and Rules • Reference Data Sets − Internally defines − Externally defined • Limitless hierarchy • Limitless associations to • Other instances (terms) • Model elements • Custom Attributes  Data Dictionary • Published from ER/Studio Models • Data Architect • Data Models • Lineage • Enterprise Data Dictionary • Business Architect • Business Rules • Organization Structure  Collaboration • Discussions • Streams  Stewardship • Assigned responsibilities • Permissions  Privacy and Security • Define policies and associate • Attachments • Security properties • Notifications  Full integration and visualization of • Data Models • Conceptual, Logical, Physical Data Models • Business Process Diagrams • Data Lineage/Transformations
  • 14. 14© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 14© 2018 IDERA, Inc. All rights reserved. GOVERNANCE POLICY HIERARCHY
  • 15. 15© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 15© 2018 IDERA, Inc. All rights reserved. SPECIFIC REGULATION (GDPR)
  • 16. 16© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 16© 2018 IDERA, Inc. All rights reserved. GDPR: SPECIFIC POLICY STATEMENTS
  • 17. 17© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 17© 2018 IDERA, Inc. All rights reserved. SPECIFIC REGULATION (HIPAA)
  • 18. 18© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 18© 2018 IDERA, Inc. All rights reserved. HIPAA: SPECIFIC POLICY STATEMENTS
  • 19. 19© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 19© 2018 IDERA, Inc. All rights reserved. HIPAA: PATIENT INFORMATION
  • 20. 20© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 20© 2018 IDERA, Inc. All rights reserved. HIPAA: RELATED POLICY STATEMENTS FOR THE OBJECT
  • 21. 21© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 21© 2018 IDERA, Inc. All rights reserved. LINKED MODEL DIAGRAM
  • 22. 22© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 22© 2018 IDERA, Inc. All rights reserved. REFERENCE DATA SET LIBRARY
  • 23. 23© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 23© 2018 IDERA, Inc. All rights reserved. SPECIFIC REFERENCE DATA SETS (LINK TO SOURCE)
  • 24. 24© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 24© 2018 IDERA, Inc. All rights reserved. REFERENCE DATA: LINKED WORKBOOK EXAMPLE
  • 25. 25© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 25© 2018 IDERA, Inc. All rights reserved. SUMMARY  Organizations must establish governance to address multiple data privacy regulations with varying complexity and impact  Conquer the dark side using integrated enterprise architecture • Data Modeling • Process Modeling • Data Lineage • Metadata collaboration  Channel your inner “data Jedi” to establish a proactive data culture  We need to establish a culture of data awareness and prevention that is part of how we conduct ourselves, each and every day...  Do. Or do not. There is no try!
  • 26. 26© 2016 IDERA, Inc. All rights reserved. Proprietary and confidential. 26© 2018 IDERA, Inc. All rights reserved. THANKS! Any questions? You can find me at: ron.huizenga@idera.com @DataAviator