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Data Management
2
Content
Need for data governance
Why companies suffer with data governance
Manual vs automated data governance
Date governance framework
Data governance roles & responsibilities
Ways to establish data governance program
Data governance improvement roadmap
3
Need for Data Governance
Ensures Data Consistency,
Reliability & Repeatability
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audience's attention.
Guides Various
Analytical Activities
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audience's attention.
Enables
Saving Money
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to your needs and capture your
audience's attention.
Solves Analysis &
Reporting Issues
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to your needs and capture your
audience's attention.
Provides Clarity on
Conflicting Data
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to your needs and capture your
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4
WhyCompaniesSuffer
WithDataGovernance
Different groups within an organization are unable to effectively
communicate and coordinate with one another
Organizational Issues
Applications and data are unable to communicate to one another, and this
must be addressed up front and planned for in any integration initiative
Data Quality & Data Migration Integration
Applications and data are unable to communicate to one another, and this
must be addressed up front and planned for in any integration initiative
Accountability & Ownership of Data
Inability to handle the data leads to huge costs to the firm
Cost
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ManualVs Automated Data Governance5
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
ManualVs Automated Data Governance (Contd..)
Automated
An automated data governance process removes all manual efforts & is shown below
Business Intelligence Tool
Built - In Data Governance
Data
Collection
Hybrid
Data
Modeling
Intuitive
Semantic Layer
Warehouse
Data Integration
Data Hub
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Data Governance Framework
7
Data Definitions &
Taxonomies
Text Here
Master/ Reference
Data
Text Here
Standards
Data
Accessibility
Data
Availability
Data Definition
Text Here
Monitoring &
Measurement
Text Here
Policies & Processes
Data Quality
Data
Consistency
Roles &
Responsibilities
Text Here
Training
& Education
Text Here
Organization
Data Security
Data
Availability
Data Integration Infrastructure
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DataGovernanceRoles
&Responsibilities
8
C-level Managers
Executive
Data
Governance Council
Data Domain Stewards,
Data Steward Coordinators
Operational Data Stewards
(Includes Data Users)
Data Governance Partners
(Includes IT, Information Security,
Risk Management, and Compliance)
Strategic Operational SupportTactical
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WaystoEstablishData
GovernanceProgram(1/2)
9
• Determine who will develop, implement, & manage the data governance program
• Roles, responsibilities,& scope of authority
Decide
• Determine who will develop, implement, & manage the data governance program
• Roles, responsibilities,& scope of authority
Assign
• Identify requirements based on regulatory & legal mandates
• Establish business best practices, & organizational policies
Plan
• Put in place policies, procedures,& processes
• Text here
Implement
• Track the status of rule enforcement on an ongoing basis
• Text here
Monitor
• Evaluate the success of your data governance
• Make changes when neczessary to increase its effectiveness
Assess
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Ways to Establish Data Governance Program (2/2)10
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
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
Apply
Aim to operationalize and ensure
compliance with all the data governance
policies, business rules, stewardship
processes, workflows, and cross-
functional roles and responsibilities
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Data Governance Improvement Roadmap11
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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Data Management Icon Slide12
Additional Slides
13
14
About us
Values Client
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Preferred by many
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Target Audience
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Dashboard19
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70%
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Location
70%
Brazil
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Australia
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Our Goal21
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Achievement 1
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Achievement 4
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Timeline22
2018
2017
2019
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Vision
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Mission
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Goal
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Our Mission
Pie Chart24
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70%
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2017 2018 2019
Product 01This graph/chart is linked to excel, and
changes automatically based on data.
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10
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Jan Feb Mar Apr May Jun Jul
InPercentage
2019
Product 01
Product 02
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27
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Email Address
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Data Management PowerPoint Presentation Slides

  • 2. 2 Content Need for data governance Why companies suffer with data governance Manual vs automated data governance Date governance framework Data governance roles & responsibilities Ways to establish data governance program Data governance improvement roadmap
  • 3. 3 Need for Data Governance Ensures Data Consistency, Reliability & Repeatability This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Guides Various Analytical Activities This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Enables Saving Money This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Solves Analysis & Reporting Issues This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Provides Clarity on Conflicting Data This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 4. 4 WhyCompaniesSuffer WithDataGovernance Different groups within an organization are unable to effectively communicate and coordinate with one another Organizational Issues Applications and data are unable to communicate to one another, and this must be addressed up front and planned for in any integration initiative Data Quality & Data Migration Integration Applications and data are unable to communicate to one another, and this must be addressed up front and planned for in any integration initiative Accountability & Ownership of Data Inability to handle the data leads to huge costs to the firm Cost This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 5. ManualVs Automated Data Governance5 A manual data governance process is shown below CRM Manual Quality Checks Manual Monitoring Manual Modifications Data Warehouse CRM ERP This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 6. 6 ManualVs Automated Data Governance (Contd..) Automated An automated data governance process removes all manual efforts & is shown below Business Intelligence Tool Built - In Data Governance Data Collection Hybrid Data Modeling Intuitive Semantic Layer Warehouse Data Integration Data Hub This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 7. Data Governance Framework 7 Data Definitions & Taxonomies Text Here Master/ Reference Data Text Here Standards Data Accessibility Data Availability Data Definition Text Here Monitoring & Measurement Text Here Policies & Processes Data Quality Data Consistency Roles & Responsibilities Text Here Training & Education Text Here Organization Data Security Data Availability Data Integration Infrastructure This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 8. DataGovernanceRoles &Responsibilities 8 C-level Managers Executive Data Governance Council Data Domain Stewards, Data Steward Coordinators Operational Data Stewards (Includes Data Users) Data Governance Partners (Includes IT, Information Security, Risk Management, and Compliance) Strategic Operational SupportTactical This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 9. WaystoEstablishData GovernanceProgram(1/2) 9 • Determine who will develop, implement, & manage the data governance program • Roles, responsibilities,& scope of authority Decide • Determine who will develop, implement, & manage the data governance program • Roles, responsibilities,& scope of authority Assign • Identify requirements based on regulatory & legal mandates • Establish business best practices, & organizational policies Plan • Put in place policies, procedures,& processes • Text here Implement • Track the status of rule enforcement on an ongoing basis • Text here Monitor • Evaluate the success of your data governance • Make changes when neczessary to increase its effectiveness Assess This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 10. Ways to Establish Data Governance Program (2/2)10 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 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 Apply Aim to operationalize and ensure compliance with all the data governance policies, business rules, stewardship processes, workflows, and cross- functional roles and responsibilities This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 11. Data Governance Improvement Roadmap11 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 This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 14. 14 About us Values Client This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Preferred by many This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Target Audience This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 15. 15 Venn Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 16. 16 Venn Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. 02 0301
  • 17. Magnifying Glass17 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here
  • 18. 18 Idea Bulb Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 19. Dashboard19 This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. 50% This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. 70% This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. 20%
  • 20. 20 Location 70% Brazil This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Australia This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 21. Our Goal21 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Achievement 1 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Achievement 4 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Achievement 2 This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Achievement 3
  • 22. Timeline22 2018 2017 2019 Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Text Here This slide is 100% editable. Adapt it to your needs and capture your audience's attention.
  • 23. Vision This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Mission This slide is 100% editable. Adapt it to your needs and capture your audience's attention. Goal This slide is 100% editable. Adapt it to your needs and capture your audience's attention. 23 Our Mission
  • 24. Pie Chart24 85% High This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. 15% Low This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. 50% Medium This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”.
  • 25. Bar Chart25 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 2017 2018 2019 Product 01This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. Product 02This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. Product 03This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. Product 01 Product 02 Product 03
  • 26. Area Chart26 Product 01This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. Product 02This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. Product 03This graph/chart is linked to excel, and changes automatically based on data. Just left click on it and select “Edit Data”. 0 10 20 30 40 50 60 70 80 90 100 Jan Feb Mar Apr May Jun Jul InPercentage 2019 Product 01 Product 02 Product 03