The document discusses the need for data governance programs in companies. It outlines why companies suffer without effective data governance, such as different groups being unable to communicate and coordinate. It then contrasts manual versus automated approaches to data governance. The rest of the document provides details on key aspects of establishing a successful data governance program, including defining a framework, roles and responsibilities, and developing a roadmap for continuous improvement.
2. 2
Content Need For Data Governance
Why Companies Suffer With Data Governance
Manual Vs Automated Data Governance
Date Governance Framework
Ways To Establish Data Governance Program
Data Governance Improvement Roadmap
Data Governance Roles & Responsibilities
3. Need for Data Governance
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Guides Various
Analytical Activities
Solves Analysis &
Reporting Issues
Ensures Data Consistency,
Reliability & Repeatability
Enables
Saving Money
Provides Clarity on
Conflicting Data
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4. Why Companies Suffer with Data Governance
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• Applications and data are unable to communicate to one another, and this must
be addressed up front and planned for in any integration initiative
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• Applications and data are unable to communicate to one another, and this must be
addressed up front and planned for in any integration initiative
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• Inability to handle the data leads to huge costs to the firm
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• Different groups within an organization are unable to effectively
communicate and coordinate with one another
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Data Quality & Data
Migration Integration
Accountability &
Ownership of Data
Cost
Organizational
Issues
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5. Manual Vs Automated Data Governance
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A manual data governance process is shown below
CRM Manual Quality Checks
Manual Monitoring Manual Modifications
Data Warehouse
CRM ERP
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6. Manual Vs Automated Data Governance (Contd..)
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Data Hub
Business Intelligence Tool
Data
Collection
Hybrid
Data
Modeling
Intuitive
Semantic Layer
Warehouse
Data Integration
Automated
Build In Data Governance
An automated data governance process removes all manual efforts & is shown below
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8. Data Governance Roles & Responsibilities
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Executive
C-level Managers
Strategic
Data
Governance Council
Tactical
Data Domain Stewards,
Data Steward Coordinators
Operational
Operational Data Stewards
(Includes Data Users)
Support
Data Governance Partners
(Includes IT, Information Security, Risk
Management, and Compliance)
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Ways To Establish Data
Governance Program (1/2)
Assign
• Determine who will develop,
implement, & manage the data
governance program
• Roles, responsibilities,& scope
of authority
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Decide
• Establish rules to help
meet those requirements
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Plan
• Identify requirements
based on regulatory &
legal mandates
• Establish business best
practices, & organizational
policies
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Implement
• Put in place policies,
procedures,& processes
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Assess
• Evaluate the success of your
data governance
• Make changes when
necessary to increase its
effectiveness
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Monitor
• Track the status of rule enforcement
on an ongoing basis
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10. Ways To Establish governance Program (2/2)
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Data
Governance
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Discover
Capture the current state of an organization’s data
lifecycle, dependent business processes, and
supporting organizational and technical capabilities
Define
Document data definitions and business context
associated with business terminology, and
relationships, as well as the policies, rules,
standards and processes
Apply
Aim to operationalize and ensure compliance with
all the data governance policies, business rules,
stewardship processes, workflows, and cross-
functional roles and responsibilities
Measure & Monitor
Capture and measure the effectiveness and value generated from
data governance and stewardship efforts, track compliance with and
exceptions to defined policies and rules, and ensure that data assets
and their lifecycle are transparent and auditable
11. Data Governance Improvement Roadmap
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Discovery
• Gain understanding of existing processes
• Gap Analysis
• Roadmap execution creation
Documentation Gap Remediation Validation
• Document recommendations to best practices
• Perform impact simulation
Monitoring & Reporting
• Develop ongoing monitoring & quality reporting
• Develop & Document protocols
Ongoing Audit & Maintenance
• Schedule ongoing audits & reports
• Monitor third party data providers
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13. Our Mission
Mission 01
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Mission 02
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Mission 03
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14. Name Here
Designation
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Name Here
Designation
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Name Here
Designation
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Our Team
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15. Preferred By Many
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Target Audiences
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Values Client
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15
About Us
16. Location
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United
States
20%
Brazil
30%
Australia
40%
China
50%
17. Quotes
Time is really the
only capital that any
human being has,
and the only thing he
can’t afford to lose.
-Thomas Edison
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18. Comparison
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01 02
03
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19. Idea Bulb & Brain
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20. 20
Target Target 01
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Target 03
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Target 02
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21. Timeline
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2015
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2017
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2019
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2016
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2018
22. Financial
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Minimum
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Medium
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Maximum
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Area
Chart
0
10
20
30
40
50
60
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100
FY '12 FY '13 FY '14 FY '15 FY '16 FY '17 FY '18
In
Percentage
Product 01
Product 02
Product 03
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