SlideShare una empresa de Scribd logo
1 de 20
Descargar para leer sin conexión
The First Step in Information Management
looker.com
Produced by:
MONTHLY SERIES
In partnership with:
CDO vs. CAO – What’s the Difference?
July 5, 2018
Welcome to Today’s Discussion
 Digital and data-driven evolution of the C-suite
 Chief Data Officer (CDO) role and responsibilities
 Chief Analytics Officer (CAO) role and responsibilities
 Managing areas of gap and overlap
 Organizational success with a CDO or CAO
 Organizational success without a CDO or CAO
 Best practices and key takeaways
 Q&A
pg 2© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Digital and Data-Driven Evolution of the C-Suite
 Leading organizations are rapidly adapting to
meet the disruptive pace of evolving data,
technology and digital transformation.
 To become more data- and digitally-driven, the
C-suite boardroom has expanded to include
new roles beyond the traditional and often
overburdened CIO (Chief Information Officer).
 Rising data-focused executive roles include:
− Chief Data Officer (CDO)
− Chief Analytics Officer (CAO)
− Chief Digital Officer (CDO), Chief Information
Security Officer (CISO), etc.
pg 3© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Chief Data Officer (CDO) Roles and Responsibilities
 Focused on harnessing business value from
enterprise data assets
 Owns or oversees primary data capabilities,
including data governance, master data
management and data quality
 Evangelizes data vision and strategy for current and
future growth
 Poised for innovating existing business processes
and identifying opportunities for competitive
advantage, data monetization and future growth
 May be responsible for business intelligence, data
science and analytics-driven insights
 Typically leads own dedicated group
pg 4© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
What to Look for in a Chief Data Officer
 Baseline skills
− High level of data literacy and optimizing the data supply chain
− Understanding of data value and monetization concepts
− Business orientation
 Critical skills
− Communication
− Organization development and change leadership
− Collaboration
 Awesome if they got ‘em
− Prior success as a leader within data management (MDM, Analytics, Data quality,
or Data Governance)
− Prior success implementing cross-functional programs
pg 5© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Chief Analytics Officer (CAO) Roles and Responsibilities
 Focused on data analytics operations to enable
analytics-driven decision-making and business
transformation
 Evangelizes data analytics vision and strategy for
bridging the capabilities gap between data-driven
insights to data-driven actions
 Responsible for business intelligence, data science
and analysis of business insights
 Drive investigation into opportunities for
competitive advantage, data monetization and
future growth, especially outside the organization
pg 6© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
What to Look for in a Chief Analytics Officer
 Baseline skills
− High level of data literacy and understanding the data supply chain
− Business orientation
− Deep understanding of statistics and analytics
 Critical skills
− Communication
− Collaboration
 Awesome if they got ‘em
− Prior success as a leader within data analysis
− Prior success implementing a data warehouse or Analytics
− Understanding of data value and monetization concepts
pg 7© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Data Discussions in the Boardroom – Data Monetization
CEOCFO
CIO
CAO
CDO
What kind of
technology
support is
required?
Let’s define what
that means and
align the strategy
with the various
ways we can
monetize data
We develop advanced
analytics to look for new
products or streamline
operations
Howdowemonetize
data?
Howmuchis this
goingtocost?
pg 8
Data Discussions in the Boardroom – Acquisition
CEOCFO
CIO
CAO
CDO
Weoptimizedour
datacapabilitiesand
ourdatasupplychain
caningestand
leverageanew
organization’sdata
Ourgoalis togrow25%
thisyearthrough
acquisition.What’sour
strategy?
Whatisthecostof
acquisitionand
anticipatedbenefit?
Throughourprevious
analysis,we
understandthegaps
inourproductand
whereanacquisition
couldaddvalue
Becauseweupgraded
ourinfrastructureand
havecleararchitectural
standards,wecan
assesstheeconomies
ofscaleexpectedfrom
theintegrationofa
newcompany’sIT
pg 9
Common Organization
CEO
CDO
EDM EDG
CAO CIO
pg 10© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Aligned at the C-Level to
effectively create and sustain a
data-driven organization
CDO and CAO must effectively
collaborate to minimize overlap
and maximize execution
Common Organization
CEO
CDO
CAO EDG
CIO
pg 11© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Another common and effective
model when Analytics is still
developing
CDO must be capable of
running an Analytics
organization
Common Organization
CIO
CDO
EDM EDG
CAO CTO
pg 12© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Occurs when the CIO is truly a
Chief Information Officer and
accountabilities are well-defined
Potentially inadequate
alignment with business goals
and operational execution
Proceed with Caution – Not “Chief” Anythings
CIO
CDO
EDM EDG
CAO CTO
pg 13© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Managing Areas of Gap and Overlap
 CDO
− May oversee all three capabilities areas
− Dominate “Govern” and “Manage”
 CAO
− Primarily “Use Data”
− May have, or believe they need,
oversight across aspects of more than
one capability area
 Highly collaborative
 Clear definition of accountability and
roles across EIM capabilities is
mandatory
pg 14© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
• Measure Data Quality
• Develop Data Systems
• Publish Metadata and Model Data
• Ensure Data Privacy and Security
• Ensure Data Compliance and Data Controls
• Provide Data Access
• Manage Master Data
• Implement Data Directives
• Set Data Strategy
• Design Data Governance
Function /Accountability
• Execute Data Governance
• Set Data Directives
• Oversee measurements
• Communicate Data
Governance expectations
and accomplishments
• Ensure supporting
technology and process
• Manage Change
Manage Data
• Measure data quality
• Develop data Systems
• Publish metadata
• Model data
• Ensure data privacy
• Ensure data security
• Ensure data compliance
• Ensure data controls
• Provide data access
• Manage master data
• Implement data directives
Govern Data
• Set data strategy
• Design Data Governance function
• Assign accountability
• Execute Data Governance work
• Set data directives
• Oversee measurements
• Communicate Data Governance
expectations/accomplishments
• Ensure supporting technology
and process
• Manage change
Use Data
• Manages the use of data
within organization (from
SQL queries to advanced
analytics)
• Execute planning and
strategy activity for Analytics
• Execute BI and Analytics
• Publish and subscribe
reports and data files
Common Scenarios of Gap and Overlap
pg 15© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
 CDO brought in to lead
everything BUT analytics (CAO
was already there)
 CDO is hired but they are really a
good CAO, but lack the skills of a
full CDO. The CIO takes over BI
and Data Quality.
 CAO and CDO brought in with
nearly identical job descriptions
 Chief Digital Officer
Manage Data
• Measure data quality
• Develop data systems
• Publish metadata
• Model data
• Ensure data privacy
• Ensure data security
• Ensure data compliance
• Ensure data controls
• Provide data access
• Manage master data
• Implement data directives
• Set data strategy
• Design Data Governance function
• Assign accountability
• Execute Data Governance work
• Set data directives
• Oversee measurements
• Communicate Data Governance
expectations/accomplishments
• Ensure supporting technology
and process
• Manage change
• Manages the use of data
within organization (from
SQL queries to advanced
analytics)
• Execute planning and
strategy activity for Analytics
• Execute BI and Analytics
• Publish and subscribe
reports and data files
Govern Data
Use Data
Organizational Success With a CDO or CAO
 To be effective organizational change agents, CDOs and CAOs should report to a
C-level executive, typically the CEO.
 To create an analytics-driven and data-literate culture, CDOs and CAOs should be
fanatical about aligning the enterprise to a single data vision and strategy for
meeting business objectives for current and future growth:
− Bridging the business and technology divide
− Instituting the value of data as an asset
 The CEO needs to understand these positions, or other C-levels will be able to
distort the messages
 The CDO or CAO, by definition, has authority. If not, they will fail.
 In general, data literacy needs to be raised across upper- and mid-management.
pg 16© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Organizational Success Without a CDO or CAO
 Uber sponsor
 Effective Chief Information Officer
 Some other “top data job”
− Jobs where data is a key business element already
 Chief Medical Officer
 Chief Customer Officer
− Historically data-intensive jobs, pre-CDO
 EVP of Data Management
 Head of Business Intelligence
 MDM Program Lead
pg 17© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Best Practices and Key Takeaways
 Install the CDO or CAO at a level where they can
exercise authority
 Define clear accountability based on a well-understood
and approved functional or capability model
 Avoid confusion
− Develop clear job descriptions
− Develop and communicate a clear reporting structure
 Interview candidates carefully, CAO and CDO
candidates may be coming from a background that is
inconsistent with accepted definitions
pg 18© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
Please Share Your Questions and Comments
MONTHLY SERIES
Thank you for joining us today!
Our Thursday, August 2 #DIAnaltyics webinar is:
The Missed Promise of Hadoop and
New and Emerging Technologies.
John Ladley @jladley
john@firstsanfranciscopartners.com
Kelle O’Neal @kellezoneal
kelle@firstsanfranciscopartners.com

Más contenido relacionado

La actualidad más candente

Data Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data QualityData Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data QualityDATAVERSITY
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best PracticesBoris Otto
 
Becoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data StrategyBecoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data StrategyDATAVERSITY
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsDATAVERSITY
 
IT Strategy & Planning
IT Strategy & PlanningIT Strategy & Planning
IT Strategy & Planningchakraj
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsDATAVERSITY
 
Building a Data Governance Strategy
Building a Data Governance StrategyBuilding a Data Governance Strategy
Building a Data Governance StrategyAnalytics8
 
Data Quality & Data Governance
Data Quality & Data GovernanceData Quality & Data Governance
Data Quality & Data GovernanceTuba Yaman Him
 
Data Governance
Data GovernanceData Governance
Data GovernanceSambaSoup
 
Impuls-Vortrag Data Strategy
Impuls-Vortrag Data StrategyImpuls-Vortrag Data Strategy
Impuls-Vortrag Data StrategyMarco Geuer
 
Building a Data Analytics Center of Excellence - Digital Transformation
Building a Data Analytics Center of Excellence - Digital TransformationBuilding a Data Analytics Center of Excellence - Digital Transformation
Building a Data Analytics Center of Excellence - Digital TransformationMarian Cook
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?DATAVERSITY
 
Forging an Analytics Center of Excellence
Forging an Analytics Center of ExcellenceForging an Analytics Center of Excellence
Forging an Analytics Center of ExcellenceLewandog, Inc,
 
Do-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance FrameworkDo-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance FrameworkDATAVERSITY
 
TOP_407070357-Data-Governance-Playbook.pptx
TOP_407070357-Data-Governance-Playbook.pptxTOP_407070357-Data-Governance-Playbook.pptx
TOP_407070357-Data-Governance-Playbook.pptxSabrinaLameiras1
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata ManagementDATAVERSITY
 
Data Governance: Keystone of Information Management Initiatives
Data Governance: Keystone of Information Management InitiativesData Governance: Keystone of Information Management Initiatives
Data Governance: Keystone of Information Management InitiativesAlan McSweeney
 
How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model DATUM LLC
 

La actualidad más candente (20)

Business-IT Alignment
Business-IT AlignmentBusiness-IT Alignment
Business-IT Alignment
 
Data Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data QualityData Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data Quality
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best Practices
 
Becoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data StrategyBecoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data Strategy
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
IT Strategy & Planning
IT Strategy & PlanningIT Strategy & Planning
IT Strategy & Planning
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
Building a Data Governance Strategy
Building a Data Governance StrategyBuilding a Data Governance Strategy
Building a Data Governance Strategy
 
Data Quality & Data Governance
Data Quality & Data GovernanceData Quality & Data Governance
Data Quality & Data Governance
 
Data Governance
Data GovernanceData Governance
Data Governance
 
Impuls-Vortrag Data Strategy
Impuls-Vortrag Data StrategyImpuls-Vortrag Data Strategy
Impuls-Vortrag Data Strategy
 
Building a Data Analytics Center of Excellence - Digital Transformation
Building a Data Analytics Center of Excellence - Digital TransformationBuilding a Data Analytics Center of Excellence - Digital Transformation
Building a Data Analytics Center of Excellence - Digital Transformation
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?
 
Forging an Analytics Center of Excellence
Forging an Analytics Center of ExcellenceForging an Analytics Center of Excellence
Forging an Analytics Center of Excellence
 
8 Steps to Creating a Data Strategy
8 Steps to Creating a Data Strategy8 Steps to Creating a Data Strategy
8 Steps to Creating a Data Strategy
 
Do-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance FrameworkDo-It-Yourself (DIY) Data Governance Framework
Do-It-Yourself (DIY) Data Governance Framework
 
TOP_407070357-Data-Governance-Playbook.pptx
TOP_407070357-Data-Governance-Playbook.pptxTOP_407070357-Data-Governance-Playbook.pptx
TOP_407070357-Data-Governance-Playbook.pptx
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata Management
 
Data Governance: Keystone of Information Management Initiatives
Data Governance: Keystone of Information Management InitiativesData Governance: Keystone of Information Management Initiatives
Data Governance: Keystone of Information Management Initiatives
 
How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model How to Build & Sustain a Data Governance Operating Model
How to Build & Sustain a Data Governance Operating Model
 

Similar a Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?

Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...Grid Dynamics
 
Governing Quality Analytics
Governing Quality AnalyticsGoverning Quality Analytics
Governing Quality AnalyticsDATAVERSITY
 
DI&A Webinar: Top 5 Priorities for an Analytics Leader
DI&A Webinar: Top 5 Priorities for an Analytics LeaderDI&A Webinar: Top 5 Priorities for an Analytics Leader
DI&A Webinar: Top 5 Priorities for an Analytics LeaderDATAVERSITY
 
Agile Data Strategy and Lean Execution
Agile Data Strategy and Lean ExecutionAgile Data Strategy and Lean Execution
Agile Data Strategy and Lean ExecutionMario Faria
 
Advanced Analytics Governance - Effective Model Management and Stewardship
Advanced Analytics Governance - Effective Model Management and StewardshipAdvanced Analytics Governance - Effective Model Management and Stewardship
Advanced Analytics Governance - Effective Model Management and StewardshipDATAVERSITY
 
Data Governance Strategies - With Great Power Comes Great Accountability
Data Governance Strategies - With Great Power Comes Great AccountabilityData Governance Strategies - With Great Power Comes Great Accountability
Data Governance Strategies - With Great Power Comes Great AccountabilityDATAVERSITY
 
Sustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long TermSustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long TermFirst San Francisco Partners
 
Data-Ed Slides: Exorcising the Seven Deadly Data Sins
Data-Ed Slides: Exorcising the Seven Deadly Data SinsData-Ed Slides: Exorcising the Seven Deadly Data Sins
Data-Ed Slides: Exorcising the Seven Deadly Data SinsDATAVERSITY
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DATAVERSITY
 
Data Integrity: From speed dating to lifelong partnership
Data Integrity: From speed dating to lifelong partnershipData Integrity: From speed dating to lifelong partnership
Data Integrity: From speed dating to lifelong partnershipPrecisely
 
DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...DATAVERSITY
 
Data Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and SynergiesData Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and SynergiesDATAVERSITY
 
5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen...
 5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen... 5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen...
5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen...Ganes Kesari
 
Enterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data ArchitectureEnterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data ArchitectureDATAVERSITY
 
DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...
DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...
DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...DATAVERSITY
 
Sovling data and governance august 2019
Sovling data and governance august 2019Sovling data and governance august 2019
Sovling data and governance august 2019tjabali
 
Data-Ed: Business Value From MDM
Data-Ed: Business Value From MDM Data-Ed: Business Value From MDM
Data-Ed: Business Value From MDM Data Blueprint
 
Data-Ed Online Webinar: Business Value from MDM
Data-Ed Online Webinar: Business Value from MDMData-Ed Online Webinar: Business Value from MDM
Data-Ed Online Webinar: Business Value from MDMDATAVERSITY
 

Similar a Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference? (20)

Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
Dynamic Talks: "Data Strategy as a Conduit for Data Maturity and Monetization...
 
Governing Quality Analytics
Governing Quality AnalyticsGoverning Quality Analytics
Governing Quality Analytics
 
DI&A Webinar: Top 5 Priorities for an Analytics Leader
DI&A Webinar: Top 5 Priorities for an Analytics LeaderDI&A Webinar: Top 5 Priorities for an Analytics Leader
DI&A Webinar: Top 5 Priorities for an Analytics Leader
 
Agile Data Strategy and Lean Execution
Agile Data Strategy and Lean ExecutionAgile Data Strategy and Lean Execution
Agile Data Strategy and Lean Execution
 
Advanced Analytics Governance - Effective Model Management and Stewardship
Advanced Analytics Governance - Effective Model Management and StewardshipAdvanced Analytics Governance - Effective Model Management and Stewardship
Advanced Analytics Governance - Effective Model Management and Stewardship
 
Data Governance Strategies - With Great Power Comes Great Accountability
Data Governance Strategies - With Great Power Comes Great AccountabilityData Governance Strategies - With Great Power Comes Great Accountability
Data Governance Strategies - With Great Power Comes Great Accountability
 
Sustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long TermSustaining Data Governance and Adding Value for the Long Term
Sustaining Data Governance and Adding Value for the Long Term
 
Data-Ed Slides: Exorcising the Seven Deadly Data Sins
Data-Ed Slides: Exorcising the Seven Deadly Data SinsData-Ed Slides: Exorcising the Seven Deadly Data Sins
Data-Ed Slides: Exorcising the Seven Deadly Data Sins
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
 
Data Integrity: From speed dating to lifelong partnership
Data Integrity: From speed dating to lifelong partnershipData Integrity: From speed dating to lifelong partnership
Data Integrity: From speed dating to lifelong partnership
 
DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy – Practical Steps for Aligning with Busi...
 
Top 10 Artifacts Needed For Data Governance
Top 10 Artifacts Needed For Data GovernanceTop 10 Artifacts Needed For Data Governance
Top 10 Artifacts Needed For Data Governance
 
Data Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and SynergiesData Governance & Data Architecture - Alignment and Synergies
Data Governance & Data Architecture - Alignment and Synergies
 
5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen...
 5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen... 5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen...
5 Steps to Transform into a Data-Driven Organization - Ganes Kesari - Gramen...
 
Enterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data ArchitectureEnterprise Architecture vs. Data Architecture
Enterprise Architecture vs. Data Architecture
 
DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...
DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...
DataEd Webinar: Implementing Successful Data Strategies - Developing Organiza...
 
Sustainable Data Governance
Sustainable Data GovernanceSustainable Data Governance
Sustainable Data Governance
 
Sovling data and governance august 2019
Sovling data and governance august 2019Sovling data and governance august 2019
Sovling data and governance august 2019
 
Data-Ed: Business Value From MDM
Data-Ed: Business Value From MDM Data-Ed: Business Value From MDM
Data-Ed: Business Value From MDM
 
Data-Ed Online Webinar: Business Value from MDM
Data-Ed Online Webinar: Business Value from MDMData-Ed Online Webinar: Business Value from MDM
Data-Ed Online Webinar: Business Value from MDM
 

Más de DATAVERSITY

Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...DATAVERSITY
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceDATAVERSITY
 
Exploring Levels of Data Literacy
Exploring Levels of Data LiteracyExploring Levels of Data Literacy
Exploring Levels of Data LiteracyDATAVERSITY
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsDATAVERSITY
 
Make Data Work for You
Make Data Work for YouMake Data Work for You
Make Data Work for YouDATAVERSITY
 
Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?DATAVERSITY
 
Data Modeling Fundamentals
Data Modeling FundamentalsData Modeling Fundamentals
Data Modeling FundamentalsDATAVERSITY
 
Showing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectShowing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectDATAVERSITY
 
How a Semantic Layer Makes Data Mesh Work at Scale
How a Semantic Layer Makes  Data Mesh Work at ScaleHow a Semantic Layer Makes  Data Mesh Work at Scale
How a Semantic Layer Makes Data Mesh Work at ScaleDATAVERSITY
 
Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?DATAVERSITY
 
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...DATAVERSITY
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?DATAVERSITY
 
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsData Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsDATAVERSITY
 
Data Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayData Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayDATAVERSITY
 
2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics2023 Trends in Enterprise Analytics
2023 Trends in Enterprise AnalyticsDATAVERSITY
 
Data Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best PracticesDATAVERSITY
 
Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?DATAVERSITY
 
Data Management Best Practices
Data Management Best PracticesData Management Best Practices
Data Management Best PracticesDATAVERSITY
 
MLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageMLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageDATAVERSITY
 
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...DATAVERSITY
 

Más de DATAVERSITY (20)

Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
Architecture, Products, and Total Cost of Ownership of the Leading Machine Le...
 
Data at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and GovernanceData at the Speed of Business with Data Mastering and Governance
Data at the Speed of Business with Data Mastering and Governance
 
Exploring Levels of Data Literacy
Exploring Levels of Data LiteracyExploring Levels of Data Literacy
Exploring Levels of Data Literacy
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business GoalsBuilding a Data Strategy – Practical Steps for Aligning with Business Goals
Building a Data Strategy – Practical Steps for Aligning with Business Goals
 
Make Data Work for You
Make Data Work for YouMake Data Work for You
Make Data Work for You
 
Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?Data Catalogs Are the Answer – What Is the Question?
Data Catalogs Are the Answer – What Is the Question?
 
Data Modeling Fundamentals
Data Modeling FundamentalsData Modeling Fundamentals
Data Modeling Fundamentals
 
Showing ROI for Your Analytic Project
Showing ROI for Your Analytic ProjectShowing ROI for Your Analytic Project
Showing ROI for Your Analytic Project
 
How a Semantic Layer Makes Data Mesh Work at Scale
How a Semantic Layer Makes  Data Mesh Work at ScaleHow a Semantic Layer Makes  Data Mesh Work at Scale
How a Semantic Layer Makes Data Mesh Work at Scale
 
Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?Is Enterprise Data Literacy Possible?
Is Enterprise Data Literacy Possible?
 
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
The Data Trifecta – Privacy, Security & Governance Race from Reactivity to Re...
 
Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?Emerging Trends in Data Architecture – What’s the Next Big Thing?
Emerging Trends in Data Architecture – What’s the Next Big Thing?
 
Data Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and ForwardsData Governance Trends - A Look Backwards and Forwards
Data Governance Trends - A Look Backwards and Forwards
 
Data Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement TodayData Governance Trends and Best Practices To Implement Today
Data Governance Trends and Best Practices To Implement Today
 
2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics2023 Trends in Enterprise Analytics
2023 Trends in Enterprise Analytics
 
Data Strategy Best Practices
Data Strategy Best PracticesData Strategy Best Practices
Data Strategy Best Practices
 
Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?Who Should Own Data Governance – IT or Business?
Who Should Own Data Governance – IT or Business?
 
Data Management Best Practices
Data Management Best PracticesData Management Best Practices
Data Management Best Practices
 
MLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive AdvantageMLOps – Applying DevOps to Competitive Advantage
MLOps – Applying DevOps to Competitive Advantage
 
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
Keeping the Pulse of Your Data – Why You Need Data Observability to Improve D...
 

Último

Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentationuneakwhite
 
Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...
Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...
Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...lizamodels9
 
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLWhitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLkapoorjyoti4444
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableSeo
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperityhemanthkumar470700
 
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...amitlee9823
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...lizamodels9
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsP&CO
 
Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 
Falcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business GrowthFalcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business GrowthFalcon investment
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
 
Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...
Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...
Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...Sheetaleventcompany
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 MonthsSEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 MonthsIndeedSEO
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLkapoorjyoti4444
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...allensay1
 
Call Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂Escort
Call Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂EscortCall Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂Escort
Call Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂Escortdlhescort
 
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai KuwaitThe Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwaitdaisycvs
 

Último (20)

Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...
Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...
Russian Call Girls In Rajiv Chowk Gurgaon ❤️8448577510 ⊹Best Escorts Service ...
 
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLWhitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
Whitefield CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperity
 
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investors
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 
Falcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business GrowthFalcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business Growth
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...
Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...
Call Girls Zirakpur👧 Book Now📱7837612180 📞👉Call Girl Service In Zirakpur No A...
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 MonthsSEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024
 
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRLBAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
BAGALUR CALL GIRL IN 98274*61493 ❤CALL GIRLS IN ESCORT SERVICE❤CALL GIRL
 
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
Call Girls Service In Old Town Dubai ((0551707352)) Old Town Dubai Call Girl ...
 
Call Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂Escort
Call Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂EscortCall Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂Escort
Call Girls In Nangloi Rly Metro ꧂…….95996 … 13876 Enjoy ꧂Escort
 
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai KuwaitThe Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
The Abortion pills for sale in Qatar@Doha [+27737758557] []Deira Dubai Kuwait
 

Data Insights and Analytics Webinar: CDO vs. CAO - What’s the Difference?

  • 1. The First Step in Information Management looker.com Produced by: MONTHLY SERIES In partnership with: CDO vs. CAO – What’s the Difference? July 5, 2018
  • 2. Welcome to Today’s Discussion  Digital and data-driven evolution of the C-suite  Chief Data Officer (CDO) role and responsibilities  Chief Analytics Officer (CAO) role and responsibilities  Managing areas of gap and overlap  Organizational success with a CDO or CAO  Organizational success without a CDO or CAO  Best practices and key takeaways  Q&A pg 2© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 3. Digital and Data-Driven Evolution of the C-Suite  Leading organizations are rapidly adapting to meet the disruptive pace of evolving data, technology and digital transformation.  To become more data- and digitally-driven, the C-suite boardroom has expanded to include new roles beyond the traditional and often overburdened CIO (Chief Information Officer).  Rising data-focused executive roles include: − Chief Data Officer (CDO) − Chief Analytics Officer (CAO) − Chief Digital Officer (CDO), Chief Information Security Officer (CISO), etc. pg 3© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 4. Chief Data Officer (CDO) Roles and Responsibilities  Focused on harnessing business value from enterprise data assets  Owns or oversees primary data capabilities, including data governance, master data management and data quality  Evangelizes data vision and strategy for current and future growth  Poised for innovating existing business processes and identifying opportunities for competitive advantage, data monetization and future growth  May be responsible for business intelligence, data science and analytics-driven insights  Typically leads own dedicated group pg 4© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 5. What to Look for in a Chief Data Officer  Baseline skills − High level of data literacy and optimizing the data supply chain − Understanding of data value and monetization concepts − Business orientation  Critical skills − Communication − Organization development and change leadership − Collaboration  Awesome if they got ‘em − Prior success as a leader within data management (MDM, Analytics, Data quality, or Data Governance) − Prior success implementing cross-functional programs pg 5© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 6. Chief Analytics Officer (CAO) Roles and Responsibilities  Focused on data analytics operations to enable analytics-driven decision-making and business transformation  Evangelizes data analytics vision and strategy for bridging the capabilities gap between data-driven insights to data-driven actions  Responsible for business intelligence, data science and analysis of business insights  Drive investigation into opportunities for competitive advantage, data monetization and future growth, especially outside the organization pg 6© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 7. What to Look for in a Chief Analytics Officer  Baseline skills − High level of data literacy and understanding the data supply chain − Business orientation − Deep understanding of statistics and analytics  Critical skills − Communication − Collaboration  Awesome if they got ‘em − Prior success as a leader within data analysis − Prior success implementing a data warehouse or Analytics − Understanding of data value and monetization concepts pg 7© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 8. Data Discussions in the Boardroom – Data Monetization CEOCFO CIO CAO CDO What kind of technology support is required? Let’s define what that means and align the strategy with the various ways we can monetize data We develop advanced analytics to look for new products or streamline operations Howdowemonetize data? Howmuchis this goingtocost? pg 8
  • 9. Data Discussions in the Boardroom – Acquisition CEOCFO CIO CAO CDO Weoptimizedour datacapabilitiesand ourdatasupplychain caningestand leverageanew organization’sdata Ourgoalis togrow25% thisyearthrough acquisition.What’sour strategy? Whatisthecostof acquisitionand anticipatedbenefit? Throughourprevious analysis,we understandthegaps inourproductand whereanacquisition couldaddvalue Becauseweupgraded ourinfrastructureand havecleararchitectural standards,wecan assesstheeconomies ofscaleexpectedfrom theintegrationofa newcompany’sIT pg 9
  • 10. Common Organization CEO CDO EDM EDG CAO CIO pg 10© 2018 First San Francisco Partners www.firstsanfranciscopartners.com Aligned at the C-Level to effectively create and sustain a data-driven organization CDO and CAO must effectively collaborate to minimize overlap and maximize execution
  • 11. Common Organization CEO CDO CAO EDG CIO pg 11© 2018 First San Francisco Partners www.firstsanfranciscopartners.com Another common and effective model when Analytics is still developing CDO must be capable of running an Analytics organization
  • 12. Common Organization CIO CDO EDM EDG CAO CTO pg 12© 2018 First San Francisco Partners www.firstsanfranciscopartners.com Occurs when the CIO is truly a Chief Information Officer and accountabilities are well-defined Potentially inadequate alignment with business goals and operational execution
  • 13. Proceed with Caution – Not “Chief” Anythings CIO CDO EDM EDG CAO CTO pg 13© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 14. Managing Areas of Gap and Overlap  CDO − May oversee all three capabilities areas − Dominate “Govern” and “Manage”  CAO − Primarily “Use Data” − May have, or believe they need, oversight across aspects of more than one capability area  Highly collaborative  Clear definition of accountability and roles across EIM capabilities is mandatory pg 14© 2018 First San Francisco Partners www.firstsanfranciscopartners.com • Measure Data Quality • Develop Data Systems • Publish Metadata and Model Data • Ensure Data Privacy and Security • Ensure Data Compliance and Data Controls • Provide Data Access • Manage Master Data • Implement Data Directives • Set Data Strategy • Design Data Governance Function /Accountability • Execute Data Governance • Set Data Directives • Oversee measurements • Communicate Data Governance expectations and accomplishments • Ensure supporting technology and process • Manage Change Manage Data • Measure data quality • Develop data Systems • Publish metadata • Model data • Ensure data privacy • Ensure data security • Ensure data compliance • Ensure data controls • Provide data access • Manage master data • Implement data directives Govern Data • Set data strategy • Design Data Governance function • Assign accountability • Execute Data Governance work • Set data directives • Oversee measurements • Communicate Data Governance expectations/accomplishments • Ensure supporting technology and process • Manage change Use Data • Manages the use of data within organization (from SQL queries to advanced analytics) • Execute planning and strategy activity for Analytics • Execute BI and Analytics • Publish and subscribe reports and data files
  • 15. Common Scenarios of Gap and Overlap pg 15© 2018 First San Francisco Partners www.firstsanfranciscopartners.com  CDO brought in to lead everything BUT analytics (CAO was already there)  CDO is hired but they are really a good CAO, but lack the skills of a full CDO. The CIO takes over BI and Data Quality.  CAO and CDO brought in with nearly identical job descriptions  Chief Digital Officer Manage Data • Measure data quality • Develop data systems • Publish metadata • Model data • Ensure data privacy • Ensure data security • Ensure data compliance • Ensure data controls • Provide data access • Manage master data • Implement data directives • Set data strategy • Design Data Governance function • Assign accountability • Execute Data Governance work • Set data directives • Oversee measurements • Communicate Data Governance expectations/accomplishments • Ensure supporting technology and process • Manage change • Manages the use of data within organization (from SQL queries to advanced analytics) • Execute planning and strategy activity for Analytics • Execute BI and Analytics • Publish and subscribe reports and data files Govern Data Use Data
  • 16. Organizational Success With a CDO or CAO  To be effective organizational change agents, CDOs and CAOs should report to a C-level executive, typically the CEO.  To create an analytics-driven and data-literate culture, CDOs and CAOs should be fanatical about aligning the enterprise to a single data vision and strategy for meeting business objectives for current and future growth: − Bridging the business and technology divide − Instituting the value of data as an asset  The CEO needs to understand these positions, or other C-levels will be able to distort the messages  The CDO or CAO, by definition, has authority. If not, they will fail.  In general, data literacy needs to be raised across upper- and mid-management. pg 16© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 17. Organizational Success Without a CDO or CAO  Uber sponsor  Effective Chief Information Officer  Some other “top data job” − Jobs where data is a key business element already  Chief Medical Officer  Chief Customer Officer − Historically data-intensive jobs, pre-CDO  EVP of Data Management  Head of Business Intelligence  MDM Program Lead pg 17© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 18. Best Practices and Key Takeaways  Install the CDO or CAO at a level where they can exercise authority  Define clear accountability based on a well-understood and approved functional or capability model  Avoid confusion − Develop clear job descriptions − Develop and communicate a clear reporting structure  Interview candidates carefully, CAO and CDO candidates may be coming from a background that is inconsistent with accepted definitions pg 18© 2018 First San Francisco Partners www.firstsanfranciscopartners.com
  • 19. Please Share Your Questions and Comments MONTHLY SERIES
  • 20. Thank you for joining us today! Our Thursday, August 2 #DIAnaltyics webinar is: The Missed Promise of Hadoop and New and Emerging Technologies. John Ladley @jladley john@firstsanfranciscopartners.com Kelle O’Neal @kellezoneal kelle@firstsanfranciscopartners.com