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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance versus Information Governance
Monthly Webinar Series Hosted by DATAVERSITY
Robert S. Seiner – KIK Consulting / TDAN.com
August 15, 2019 – 11:00 a.m. PT / 2:00 p.m. ET
Real-World Data Governance
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance vs Information Governance
Introduction
• Real-World Data Governance – Monthly Webinar Series
September 19, 2019 – Stay Non-Invasive in Your Data Governance Approach
Third Thursday each Month @ 2pm EST – Register at TDAN.com, KIKconsulting.com, DATAVERSITY.net
• Non-Invasive Data Governance Book
ISBN 9781935504856 / Technics Publishing / Amazon.com
• Speaking @ Dataversity Events
Data Architecture Summit, Chicago – October 14-17
Data Governance Vision, Washington, DC – December 9-12
• Non-Invasive Data Governance Online Learning Plan
Non-Invasive Metadata Governance Online Learning Plan
DATAVERSITY Training Center
https://training.dataversity.net
• The Data Administration Newsletter (TDAN.com)
Twice Monthly – Data Articles, Columns, Blogs and Features
Produced by DATAVERSITY – Subscribe for emails
New Non-Invasive Data Governance Framework now being published
• KIK Consulting & Educational Services
KIKConsulting.com
Home of Non-Invasive Data Governance™
Home of Non-Invasive Metadata Governance
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• In the webinar I will share:
– Describing What it Means to “Govern” Something
– Governance Definition Depends on Context
– Differences Between Data and Information Governance
– How to Select What to Call Your Program
– Why What You Call Your Program Matters … or does it?
– IG Case Study
Data Governance vs Information Governance
Abstract
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Data Governance
– Data Governance is the Execution and Enforcement of Authority
Over the Management of Data and Data-Related Resources.
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Data Governance
– Data Governance is the Execution and Enforcement of Authority
Over the Management of Data and Data-Related Resources.
• Data Stewardship
– Data Stewardship is the Formalization of Accountability
Over the Management of Data and Data-Related Resources.
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Non-Invasive Data Governance™
– The practice of:
• applying formal accountability & behavior
• through non-invasive roles & responsibilities
• to existing and / or new processes
• to assure that the definition, production & usage of data
• assures regulatory compliance, security, privacy, protection & quality.
– Non-Invasive describes how governance is applied to assure
non-threatening management of valuable data assets.
– The goal is to be
» Transparent
» Supportive
» Collaborative.
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• govern
– To direct and control, as the actions or conduct of men, either by
established laws or by arbitrary will; to regulate by authority.
– To regulate; to influence; to direct; to restrain; to manage
– To exercise authority; to administer the laws; to have the control.
Freedictionary.com
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• govern
– direct
– control
– actions or conduct of people
– regulate by authority
– influence
– enforcement
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
– restrain
– manage
– exercise authority
– administer the laws
– have the control
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• govern
– direct
– control
– actions or conduct of people
– regulate by authority
– influence
– enforcement
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
– restrain
– manage
– exercise authority
– administer the laws
– have the control
Data Governance
• Data Governance is the Execution and Enforcement of Authority
Over the Management of Data and Data-Related Resources.
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What are you governing?
– Data (Master DG, Big Data Governance, Analytical DG, …)
– Information
– Records
– Content
– Metadata ---> How do you define these things …
– Objects
– Products
– People
– Behavior
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Should it be called …
− Data Governance versus People Governance
− Data Governance versus Information Governance
− Data versus Information
− What should influence what we call “The Program”?
− What you are governing
− How people define the assets
− Information is the most general – includes data, info, records, metadata
− Call it something different because it has always failed when called that.
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Should it be called …
− Data Governance versus People Governance
− Data Governance versus Information Governance
− Data versus Information
− What should influence what we call “The Program”?
− What you are governing
− How people define the assets
− Information is the most general – includes data, info, records, metadata
− Call it something different because it has always failed when called that.
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What does “governed data” look like?
– Known – people know what data exists
– Understood – people know how the data is defined
– Owned – people know who is has authority
– Handled – people know how to share
– Confidence – people trust the data
– Accessible – people have access to the data
– Protected – people keep the data safe
Data Governance vs Information Governance
Describing What it Means to “Govern” Something
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Definition of Information:
– Data + Metadata = Information
– Information = Unstructured Data
– Information = Records and Information Management
– Information Governance = Governance of Unstructured Data
– Information Governance = Records and Information Management
• Contexts
– Data Governance
– Information Governance
– Records Management – Records Governance?
Data Governance vs Information Governance
Governance Definition Depends on Context
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• In the data context:
• In the information context:
• In the records management context:
The execution and enforcement of authority over the management
of __________ and __________-related assets.
Data Governance vs Information Governance
Governance Definition Depends on Context
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What is a record?
Data Governance vs Information Governance
Governance Definition Depends on Context
Bing dictionary
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What is a record?
– Data
– Documentation
– Record
– Recording
Data Governance vs Information Governance
Governance Definition Depends on Context
Bing dictionary
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• ARMA International (formerly the Association of Records Managers and Administrators)
is a not-for-profit professional association for records and information
managers and related industry practitioners and vendors.
• The association provides educational opportunities and educational
publications covering the principles of records management. It also is
known worldwide for its standards and guidelines.
Data Governance vs Information Governance
Governance Definition Depends on Context
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Vision Statement – To be the driving force that enables organizations to
harness the strategic power of information.
• Mission Statement – To empower the community of information
professionals to advance their careers, organizations, and the profession.
• Pillars/Values
Unique value to the information community derived from:
– Professional standard-setting and best practice frameworks
– Current news, events, and industry trends
– Network of local chapters providing opportunities for in-
person training and leadership development
– Certification preparation and continuing education
Data Governance vs Information Governance
Governance Definition Depends on Context
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Terms used in reference to:
Data Governance vs Information Governance
Governance Definition Depends on Context
Data
DG Manager
Data Stewards
Metadata
Data Process
Data Governance
Information
IG Administrator
Information Stewards
Metadata
Information Process
Info Governance
Records
RIM Managers
Librarians
Metadata
Records Process
Records Management
electronic management, legal issues, regulatory compliance, electronic discovery,
fundamental records and information management principles, records management in
the legal environment, and various technology-related issues.
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• What are the difference?
– Data
– Roles
– Processes
– Communications
– Metrics
– Tools
Data Governance vs Information Governance
Differences Between Data and Information Governance
EXECUTIVE
STRATEGIC
TACTICAL
OPERATIONAL
SUPPORT
Copyright © 2019 – Robert S. Seiner and KIK Consulting & Educational Services, LLC
Levels
Components
ROLES
COMMUNICATIONS
TOOLS
METRICS
PROCESSES
DATA GOVERNANCE FRAMEWORK
DATA
LEVELS
EXECUTIVE – SENIOR LEADERSHIP TEAM
STRATEGIC – BUSINESS & TECHNOLOGY MGMT
TACTICAL – SUBJECT MATTER EXPERTISE
OPERATIONAL – DAILY JOB FUNCTION
SUPPORT – FUNCTIONAL MANAGEMENT
COMPONENTS
DATA – ASSETS BEING GOVERNED
ROLES – FORMAL ACCOUNTABILITY
PROCESSES – APPLICATION / ENFORCEMENT
COMMUNICATIONS – EDUC, TRN, AWARENESS
METRICS – MEASUREMENTS and KPIs
TOOLS – ARTIFACTS PURCHASED / DEVELOPED
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Data
Data Governance vs Information Governance
Differences Between Data and Information Governance
Data Governance
Subject Areas
Critical Data Elements
Metadata
Systems / Packages
Business Intelligence
Analytical Platform
Information Governance
Content
Records
Emails
Documents
Desktop
Data at Rest / Data in Motion
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Roles
Data Governance vs Information Governance
Differences Between Data and Information Governance
Data Governance
Administrator
Steering Committee
Council
SMEs / Owners
Stewards
Partners
Information Governance
Administrator
Steering Committee
Council
SMEs / Owners
Stewards & Authors
Partners
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Processes
Data Governance vs Information Governance
Differences Between Data and Information Governance
Data Governance
Quality & Standardization
Certification & Access
Understanding
Integration
Issue Resolution
Handling & Protection
Information Governance
Organization
Access
Disposal
Retention
Classification
Handling / Protection
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Communications
Data Governance vs Information Governance
Differences Between Data and Information Governance
Data Governance
Orientation
Onboarding
Ongoing
Awareness
Education
Training
Information Governance
Orientation
Onboarding
Ongoing
Awareness
Education
Training
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Metrics
Data Governance vs Information Governance
Differences Between Data and Information Governance
Data Governance
Quality
Understanding
Accessibility
Standards
Integration
Protection
Information Governance
Quality
Understanding
Accessibility
Standards
Integration
Protection
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Tools
Data Governance vs Information Governance
Differences Between Data and Information Governance
Data Governance
Business Glossary
Data Dictionary
Catalog & Inventory
Metadata Repository
Data Lineage Tools
DG & Process Tools
Information Governance
Content Management
Records Management
Encryption & Decryption
Content Inventory
Retention & Disposal
Library Management
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• 3 Considerations for Naming Your Governance Program
1. The Asset Being Governed
2. Understanding of Data vs. Information
3. Existing Governance
Otherwise --- I am not certain that it matters.
Data Governance vs Information Governance
How to Select What to Call Your Program
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Customer
Data
Data
1. The Asset Being Governed
Data Governance vs Information Governance
How to Select What to Call Your Program
Records
Metadata
Documents
Master Data
Information
Process
Content Big Data
People
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
2. Understanding of Data vs. Information
– Data is the lowest level of knowledge and information is the second level.
– Data by itself alone is not significant. Information is significant by itself.
– Observations and recordings are done to obtain data, while analysis is
done to obtain information.
www.differencebetween.net
Data Governance vs Information Governance
How to Select What to Call Your Program
“The frequency of the use of the words data and information are very
high in our daily lives. Depending on the context the meanings and
use of these words differ. Both data and information are types of
knowledge or something used to attain knowledge. Though used
interchangeably, there are many differences between the meanings
of these two words.”
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
3. Existing Governance
– Data Management & Data Administration
– Enterprise Information Management
– Records Management
– Information Security
– Risk Management
– Regulatory & Compliance
Data Governance vs Information Governance
How to Select What to Call Your Program
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
3. Existing Governance (continued)
– Change Management
– Project Management
– Access Management
– Metadata Management
– Master Data Management
– Business Intelligence
– Analytical Capability
– Big Data Management
– [Customer] Data Management
Data Governance vs Information Governance
How to Select What to Call Your Program
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• You are describing what you are governing.
• Replication … Existing initiatives called Governance … or not.
• Answer more questions than you raise.
Data Governance vs Information Governance
Why What You Call Your Program Matters … or does it?
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Be clear on the assets you are managing.
• Communicate the difference between Data and Information.
• Be consistent in use of terminology.
Data Governance vs Information Governance
Why What You Call Your Program Matters … or does it?
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Information Governance Implementation – Why
– Financial Institution
– Audit Finding Addressed
– Protection of Classified Information
– Partnership
• Records Management
• IT Security
• Risk Management
Data Governance vs Information Governance
IG Case Study
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Information Governance Implementation – How
– Best Practices > Assessment > Roadmap
– Policy & Standards
– Gap Analysis
– Use of Technology / Change of Behavior
– Awareness, Education & Training
Data Governance vs Information Governance
IG Case Study
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance vs Information Governance
IG Case Study
DATA
GOVERNANCE
RECORDS AND
INFORMATION
MANAGEMENT
IT
GOVERNANCE
PEOPLE
PROCESS
TECHNOLOGY
DATA
UNSTRUCTURED
DATA
STRUCTURED
DATA
PROCESS
TECHNOLOGY
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance vs Information Governance
IG Case Study
IG Documentation
Program Document
Standard Operating
Procedures
Handling Rules
Reference Guide
Contains:
Mission, Overview, Objective, Scope
Information Governance Defined
Information Sources and Formats
Data Management
Access and Control
Contains:
Standards Application
Electronic Document Management
Physical Document Management
Retention Schedule
Holds
Contains:
Identify and Classify
Data at Rest (Electronic, Physical, Both)
Data in Transit (Electronic, Physical)
Retention
Disposal/Destruction
Policy
Contains:
IG Purpose & Objective Statement
Operating Parameters
Delegation of Authority
Process for Reporting Exceptions
Reporting Requirements
Compliance and Monitoring
Diversity and Inclusion
Awareness and Training
File Plan
Disposal/Destruction
Board approved Governing document.
Comprehensive document explaining
all components of the IG Program.
Detailed instructions to implement and
follow the Standards.
Job aid tool that
summarizes the Standards.
Standards
Contains:
Standards Purpose & Objectives
Information Governance Standards
Identify and Classify
Handle
Data at Rest
Defined level of behavior for
identifying, classifying, handling information.
Data in Transit
Retention
Disposal/Destruction
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance vs Information Governance
IG Case Study
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance vs Information Governance
IG Case StudyIG
Standards
Business
Unit
Operations
Follow
Standards
Y
N
No Change Required
Complete
Performance Change
or Tech Applied
Y Changes Implemented
Complete
N
Y
N
Changes
Approved
by BU
Change the
Standard
Y
C-Levels
ChangestoStandard
Compare
IG Standard Gap Analysis / Change Process
Conscious Decision Required
1. Change the Standard
2. Accept Risk of Not Following Standard
N
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
Data Governance vs Information Governance
IG Case Study
Execute
Respond
Investigate
Formulate Review Data Management
Inventory (DMI).
Define Classification Standards.
Define
Standard Operating Procedures.
Validate DMI and Classification of
Data in DMI.
Investigate Existing
Handling of Classified Information.
Compare and Report Handling of
Classified Information to SOP.
Identify Behavior Change and
Technologies to Address the
Delta* from Prev Step.
Provide Detailed Plan
To Remediate the Delta.
Recognize the
Business Unit Working Team.
Take Benchmark Recordings.
Approve Detailed Plan to Remediate the Delta.
Execute the Detailed Plan.
Measure Improvement
In Remediation.
Monitor and Report Results.
IG Program Team IG Administrator BUWT
Approve DMI, Classification, SOP.
Identify Pilot Business Unit.
* Delta represents difference between BU practices and SOP.
Is Involved in ...
IG PILOT PROCESS
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Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• In the webinar I shared:
– Describing What it Means to “Govern” Something
– Governance Definition Depends on Context
– Differences Between Data and Information Governance
– How to Select What to Call Your Program
– Why What You Call Your Program Matters … or does it?
– IG Case Study
Data Governance vs Information Governance
Summary
43
43
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Questions and Answers
Real-World Data Governance
Contact Information
Meet me in the Dataversity Community
to continue the conversation.
https://community.dataversity.net/
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44
Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG @RSeiner
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner @TDAN_com
#RWDG
Real-World Data Governance
Contact Information

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RWDG Slides: Data Governance versus Information Governance

  • 1. 1 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance versus Information Governance Monthly Webinar Series Hosted by DATAVERSITY Robert S. Seiner – KIK Consulting / TDAN.com August 15, 2019 – 11:00 a.m. PT / 2:00 p.m. ET Real-World Data Governance
  • 2. 2 2 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance vs Information Governance Introduction • Real-World Data Governance – Monthly Webinar Series September 19, 2019 – Stay Non-Invasive in Your Data Governance Approach Third Thursday each Month @ 2pm EST – Register at TDAN.com, KIKconsulting.com, DATAVERSITY.net • Non-Invasive Data Governance Book ISBN 9781935504856 / Technics Publishing / Amazon.com • Speaking @ Dataversity Events Data Architecture Summit, Chicago – October 14-17 Data Governance Vision, Washington, DC – December 9-12 • Non-Invasive Data Governance Online Learning Plan Non-Invasive Metadata Governance Online Learning Plan DATAVERSITY Training Center https://training.dataversity.net • The Data Administration Newsletter (TDAN.com) Twice Monthly – Data Articles, Columns, Blogs and Features Produced by DATAVERSITY – Subscribe for emails New Non-Invasive Data Governance Framework now being published • KIK Consulting & Educational Services KIKConsulting.com Home of Non-Invasive Data Governance™ Home of Non-Invasive Metadata Governance
  • 3. 3 3 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • In the webinar I will share: – Describing What it Means to “Govern” Something – Governance Definition Depends on Context – Differences Between Data and Information Governance – How to Select What to Call Your Program – Why What You Call Your Program Matters … or does it? – IG Case Study Data Governance vs Information Governance Abstract
  • 4. 4 4 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Data Governance – Data Governance is the Execution and Enforcement of Authority Over the Management of Data and Data-Related Resources. Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 5. 5 5 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Data Governance – Data Governance is the Execution and Enforcement of Authority Over the Management of Data and Data-Related Resources. • Data Stewardship – Data Stewardship is the Formalization of Accountability Over the Management of Data and Data-Related Resources. Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 6. 6 6 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Non-Invasive Data Governance™ – The practice of: • applying formal accountability & behavior • through non-invasive roles & responsibilities • to existing and / or new processes • to assure that the definition, production & usage of data • assures regulatory compliance, security, privacy, protection & quality. – Non-Invasive describes how governance is applied to assure non-threatening management of valuable data assets. – The goal is to be » Transparent » Supportive » Collaborative. Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 7. 7 7 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • govern – To direct and control, as the actions or conduct of men, either by established laws or by arbitrary will; to regulate by authority. – To regulate; to influence; to direct; to restrain; to manage – To exercise authority; to administer the laws; to have the control. Freedictionary.com Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 8. 8 8 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • govern – direct – control – actions or conduct of people – regulate by authority – influence – enforcement Data Governance vs Information Governance Describing What it Means to “Govern” Something – restrain – manage – exercise authority – administer the laws – have the control
  • 9. 9 9 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • govern – direct – control – actions or conduct of people – regulate by authority – influence – enforcement Data Governance vs Information Governance Describing What it Means to “Govern” Something – restrain – manage – exercise authority – administer the laws – have the control Data Governance • Data Governance is the Execution and Enforcement of Authority Over the Management of Data and Data-Related Resources.
  • 10. 10 10 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What are you governing? – Data (Master DG, Big Data Governance, Analytical DG, …) – Information – Records – Content – Metadata ---> How do you define these things … – Objects – Products – People – Behavior Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 11. 11 11 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Should it be called … − Data Governance versus People Governance − Data Governance versus Information Governance − Data versus Information − What should influence what we call “The Program”? − What you are governing − How people define the assets − Information is the most general – includes data, info, records, metadata − Call it something different because it has always failed when called that. Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 12. 12 12 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Should it be called … − Data Governance versus People Governance − Data Governance versus Information Governance − Data versus Information − What should influence what we call “The Program”? − What you are governing − How people define the assets − Information is the most general – includes data, info, records, metadata − Call it something different because it has always failed when called that. Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 13. 13 13 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What does “governed data” look like? – Known – people know what data exists – Understood – people know how the data is defined – Owned – people know who is has authority – Handled – people know how to share – Confidence – people trust the data – Accessible – people have access to the data – Protected – people keep the data safe Data Governance vs Information Governance Describing What it Means to “Govern” Something
  • 14. 14 14 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Definition of Information: – Data + Metadata = Information – Information = Unstructured Data – Information = Records and Information Management – Information Governance = Governance of Unstructured Data – Information Governance = Records and Information Management • Contexts – Data Governance – Information Governance – Records Management – Records Governance? Data Governance vs Information Governance Governance Definition Depends on Context
  • 15. 15 15 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • In the data context: • In the information context: • In the records management context: The execution and enforcement of authority over the management of __________ and __________-related assets. Data Governance vs Information Governance Governance Definition Depends on Context
  • 16. 16 16 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What is a record? Data Governance vs Information Governance Governance Definition Depends on Context Bing dictionary
  • 17. 17 17 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What is a record? – Data – Documentation – Record – Recording Data Governance vs Information Governance Governance Definition Depends on Context Bing dictionary
  • 18. 18 18 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • ARMA International (formerly the Association of Records Managers and Administrators) is a not-for-profit professional association for records and information managers and related industry practitioners and vendors. • The association provides educational opportunities and educational publications covering the principles of records management. It also is known worldwide for its standards and guidelines. Data Governance vs Information Governance Governance Definition Depends on Context
  • 19. 19 19 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Vision Statement – To be the driving force that enables organizations to harness the strategic power of information. • Mission Statement – To empower the community of information professionals to advance their careers, organizations, and the profession. • Pillars/Values Unique value to the information community derived from: – Professional standard-setting and best practice frameworks – Current news, events, and industry trends – Network of local chapters providing opportunities for in- person training and leadership development – Certification preparation and continuing education Data Governance vs Information Governance Governance Definition Depends on Context
  • 20. 20 20 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Terms used in reference to: Data Governance vs Information Governance Governance Definition Depends on Context Data DG Manager Data Stewards Metadata Data Process Data Governance Information IG Administrator Information Stewards Metadata Information Process Info Governance Records RIM Managers Librarians Metadata Records Process Records Management electronic management, legal issues, regulatory compliance, electronic discovery, fundamental records and information management principles, records management in the legal environment, and various technology-related issues.
  • 21. 21 21 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What are the difference? – Data – Roles – Processes – Communications – Metrics – Tools Data Governance vs Information Governance Differences Between Data and Information Governance EXECUTIVE STRATEGIC TACTICAL OPERATIONAL SUPPORT Copyright © 2019 – Robert S. Seiner and KIK Consulting & Educational Services, LLC Levels Components ROLES COMMUNICATIONS TOOLS METRICS PROCESSES DATA GOVERNANCE FRAMEWORK DATA LEVELS EXECUTIVE – SENIOR LEADERSHIP TEAM STRATEGIC – BUSINESS & TECHNOLOGY MGMT TACTICAL – SUBJECT MATTER EXPERTISE OPERATIONAL – DAILY JOB FUNCTION SUPPORT – FUNCTIONAL MANAGEMENT COMPONENTS DATA – ASSETS BEING GOVERNED ROLES – FORMAL ACCOUNTABILITY PROCESSES – APPLICATION / ENFORCEMENT COMMUNICATIONS – EDUC, TRN, AWARENESS METRICS – MEASUREMENTS and KPIs TOOLS – ARTIFACTS PURCHASED / DEVELOPED
  • 22. 22 22 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Data Data Governance vs Information Governance Differences Between Data and Information Governance Data Governance Subject Areas Critical Data Elements Metadata Systems / Packages Business Intelligence Analytical Platform Information Governance Content Records Emails Documents Desktop Data at Rest / Data in Motion
  • 23. 23 23 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Roles Data Governance vs Information Governance Differences Between Data and Information Governance Data Governance Administrator Steering Committee Council SMEs / Owners Stewards Partners Information Governance Administrator Steering Committee Council SMEs / Owners Stewards & Authors Partners
  • 24. 24 24 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Processes Data Governance vs Information Governance Differences Between Data and Information Governance Data Governance Quality & Standardization Certification & Access Understanding Integration Issue Resolution Handling & Protection Information Governance Organization Access Disposal Retention Classification Handling / Protection
  • 25. 25 25 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Communications Data Governance vs Information Governance Differences Between Data and Information Governance Data Governance Orientation Onboarding Ongoing Awareness Education Training Information Governance Orientation Onboarding Ongoing Awareness Education Training
  • 26. 26 26 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Metrics Data Governance vs Information Governance Differences Between Data and Information Governance Data Governance Quality Understanding Accessibility Standards Integration Protection Information Governance Quality Understanding Accessibility Standards Integration Protection
  • 27. 27 27 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Tools Data Governance vs Information Governance Differences Between Data and Information Governance Data Governance Business Glossary Data Dictionary Catalog & Inventory Metadata Repository Data Lineage Tools DG & Process Tools Information Governance Content Management Records Management Encryption & Decryption Content Inventory Retention & Disposal Library Management
  • 28. 28 28 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • 3 Considerations for Naming Your Governance Program 1. The Asset Being Governed 2. Understanding of Data vs. Information 3. Existing Governance Otherwise --- I am not certain that it matters. Data Governance vs Information Governance How to Select What to Call Your Program
  • 29. 29 29 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Customer Data Data 1. The Asset Being Governed Data Governance vs Information Governance How to Select What to Call Your Program Records Metadata Documents Master Data Information Process Content Big Data People
  • 30. 30 30 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner 2. Understanding of Data vs. Information – Data is the lowest level of knowledge and information is the second level. – Data by itself alone is not significant. Information is significant by itself. – Observations and recordings are done to obtain data, while analysis is done to obtain information. www.differencebetween.net Data Governance vs Information Governance How to Select What to Call Your Program “The frequency of the use of the words data and information are very high in our daily lives. Depending on the context the meanings and use of these words differ. Both data and information are types of knowledge or something used to attain knowledge. Though used interchangeably, there are many differences between the meanings of these two words.”
  • 31. 31 31 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner 3. Existing Governance – Data Management & Data Administration – Enterprise Information Management – Records Management – Information Security – Risk Management – Regulatory & Compliance Data Governance vs Information Governance How to Select What to Call Your Program
  • 32. 32 32 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner 3. Existing Governance (continued) – Change Management – Project Management – Access Management – Metadata Management – Master Data Management – Business Intelligence – Analytical Capability – Big Data Management – [Customer] Data Management Data Governance vs Information Governance How to Select What to Call Your Program
  • 33. 33 33 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • You are describing what you are governing. • Replication … Existing initiatives called Governance … or not. • Answer more questions than you raise. Data Governance vs Information Governance Why What You Call Your Program Matters … or does it?
  • 34. 34 34 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Be clear on the assets you are managing. • Communicate the difference between Data and Information. • Be consistent in use of terminology. Data Governance vs Information Governance Why What You Call Your Program Matters … or does it?
  • 35. 35 35 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Information Governance Implementation – Why – Financial Institution – Audit Finding Addressed – Protection of Classified Information – Partnership • Records Management • IT Security • Risk Management Data Governance vs Information Governance IG Case Study
  • 36. 36 36 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Information Governance Implementation – How – Best Practices > Assessment > Roadmap – Policy & Standards – Gap Analysis – Use of Technology / Change of Behavior – Awareness, Education & Training Data Governance vs Information Governance IG Case Study
  • 37. 37 37 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance vs Information Governance IG Case Study DATA GOVERNANCE RECORDS AND INFORMATION MANAGEMENT IT GOVERNANCE PEOPLE PROCESS TECHNOLOGY DATA UNSTRUCTURED DATA STRUCTURED DATA PROCESS TECHNOLOGY
  • 38. 38 38 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance vs Information Governance IG Case Study IG Documentation Program Document Standard Operating Procedures Handling Rules Reference Guide Contains: Mission, Overview, Objective, Scope Information Governance Defined Information Sources and Formats Data Management Access and Control Contains: Standards Application Electronic Document Management Physical Document Management Retention Schedule Holds Contains: Identify and Classify Data at Rest (Electronic, Physical, Both) Data in Transit (Electronic, Physical) Retention Disposal/Destruction Policy Contains: IG Purpose & Objective Statement Operating Parameters Delegation of Authority Process for Reporting Exceptions Reporting Requirements Compliance and Monitoring Diversity and Inclusion Awareness and Training File Plan Disposal/Destruction Board approved Governing document. Comprehensive document explaining all components of the IG Program. Detailed instructions to implement and follow the Standards. Job aid tool that summarizes the Standards. Standards Contains: Standards Purpose & Objectives Information Governance Standards Identify and Classify Handle Data at Rest Defined level of behavior for identifying, classifying, handling information. Data in Transit Retention Disposal/Destruction
  • 39. 39 39 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance vs Information Governance IG Case Study
  • 40. 40 40 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance vs Information Governance IG Case StudyIG Standards Business Unit Operations Follow Standards Y N No Change Required Complete Performance Change or Tech Applied Y Changes Implemented Complete N Y N Changes Approved by BU Change the Standard Y C-Levels ChangestoStandard Compare IG Standard Gap Analysis / Change Process Conscious Decision Required 1. Change the Standard 2. Accept Risk of Not Following Standard N
  • 41. 41 41 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Data Governance vs Information Governance IG Case Study Execute Respond Investigate Formulate Review Data Management Inventory (DMI). Define Classification Standards. Define Standard Operating Procedures. Validate DMI and Classification of Data in DMI. Investigate Existing Handling of Classified Information. Compare and Report Handling of Classified Information to SOP. Identify Behavior Change and Technologies to Address the Delta* from Prev Step. Provide Detailed Plan To Remediate the Delta. Recognize the Business Unit Working Team. Take Benchmark Recordings. Approve Detailed Plan to Remediate the Delta. Execute the Detailed Plan. Measure Improvement In Remediation. Monitor and Report Results. IG Program Team IG Administrator BUWT Approve DMI, Classification, SOP. Identify Pilot Business Unit. * Delta represents difference between BU practices and SOP. Is Involved in ... IG PILOT PROCESS
  • 42. 42 42 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • In the webinar I shared: – Describing What it Means to “Govern” Something – Governance Definition Depends on Context – Differences Between Data and Information Governance – How to Select What to Call Your Program – Why What You Call Your Program Matters … or does it? – IG Case Study Data Governance vs Information Governance Summary
  • 43. 43 43 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Questions and Answers Real-World Data Governance Contact Information Meet me in the Dataversity Community to continue the conversation. https://community.dataversity.net/
  • 44. 44 44 Copyright © 2019 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner @TDAN_com #RWDG Real-World Data Governance Contact Information