Download - Reimagine Data Governance
Reimagine DataGovernance
RodrigoVelasco
Informatica
2
Data used in specific
business applications
Data used to support
enterprise-wide business
processes
Data powers digital
transformation1.0
2.0
3.0GenerationalMarketDisruptioninData
3
New
Users
325 million
business data users
and growing
Machine
Learning/AI
Data in
the Cloud
New Data
Types (mobile, social, IoT)
Explosion
in Data
Volume
Over 92% of data
center traffic
will come from
the Cloud
20 billion
connected devices
1 billion workers
will be assisted by
machine learning or AI
15.3 zettabytes
per year
in global data
center traffic
Data3.0– TrendingBy2020
4
Data is the foundation for digital transformation
New
Infrastructure
New
Applications
New
Users
New
Processes
New
Business Models
Digital Transformation
Intelligent Data Governance
New Regulations
What’schanging
inDataGovernance
&Compliance?
Four drivers
DATA
INTEGRATION
$
Data is a
strategic
asset
BIG DATA
MANAGEMENT
New data
consumers
CLOUD DATA
MANAGEMENT
Increasing
data-centric
regulations
DATA
QUALITY
Growing volume
and type of data
• Potential benefits of embracing shifts:
• Improving operational efficiency, leading to cost reduction
• More sales, leading to increased revenue
• Improved margins, leading to increased profits
• Improved market perception, leading to survival and/or growth
Potentialbenefitsofembracingtheseshifts
8
AlignmentacrossPolicy,LoB,andITOperationTiers
CDO, CDGO, or Executive Sponsor
Governance Program Office
Working Group Leads
Enterprise Stewards(optional)
Data Owner /
Stewards (BUs)
Data Delivery(IT + BU)
Opera
tions
Polic
y
Data Governance
Measureand
MonitorDefine
Discover
Apply
9
5PrinciplesofIntelligentDataGovernance
1. Enablecollaborationacrossalldatastakeholders.
2. Connectthegovernanceeffortswiththetechnicalandoperationalefforts.
3. Enablethedatagovernancestakeholdertoactwithauthority andconfidencetoachievemeasurableresults.
4. Empowerthedatagovernancestakeholdertoalwaysbeincontrol.
5. Accesstoalldataconsumersintheorganization.
Howcanwehelp?
11
Data is the foundation for digital transformation
New
Infrastructure
New
Applications
New
Users
New
Processes
New
Business Models
Digital Transformation
Intelligent Data Governance
New Regulations
Best of Breed
Products
Intelligent
Data Platform
METADATA-DRIVEN
Data
Solutions
BUSINESS + IT
ACLOUDREAL TIME/
STREAMINGBIG DATA TRADITIONAL
Enterprise Cloud
Data Management
Solutions
DATA
INTEGRATION
BIG DATA
MANAGEMENT
MASTER DATA
MANAGEMENT
DATA
QUALITY
DATA
SECURITY
CLOUD DATA
MANAGEMENT
CUSTOMER
360
DATA
GOVERNANCE
REFERENCE
360
INTELLIGENT
DATALAKE
SECURE@SOURCEPRODUCT
360
Products
ENTERPRISE
INFORMATION
CATALOG
SUPPLIER
360
Intelligent
DataPlatform
ACLOUDREAL TIME/
STREAMINGBIG DATA TRADITIONAL
DATA
INTEGRATION
BIG DATA
MANAGEMENT
MASTER DATA
MANAGEMENT
DATA
QUALITY
DATA
SECURITY
CLOUD DATA
MANAGEMENT
Products
Solutions
MONITORANDMANAGE
CONNECTIVITY
COMPUTE
CUSTOMER
360
DATA
GOVERNANCE
REFERENCE
360
INTELLIGENT
DATALAKE
SECURE@SOURCEPRODUCT
360
ENTERPRISE
INFORMATION
CATALOG
SUPPLIER
360
EnterpriseCloud
DataManagement
ENTERPRISE UNIFIED METADATA INTELLIGENCE
Intelligent
DataPlatform
ACLOUDREAL TIME/
STREAMINGBIG DATA TRADITIONAL
DATA
INTEGRATION
BIG DATA
MANAGEMENT
MASTER DATA
MANAGEMENT
DATA
QUALITY
DATA
SECURITY
CLOUD DATA
MANAGEMENT
Products
Solutions
MONITORANDMANAGE
CONNECTIVITY
COMPUTE
CUSTOMER
360
DATA
GOVERNANCE
REFERENCE
360
INTELLIGENT
DATALAKE
SECURE@SOURCEPRODUCT
360
ENTERPRISE
INFORMATION
CATALOG
SUPPLIER
360
EnterpriseCloud
DataManagement
ENTERPRISE UNIFIED METADATA INTELLIGENCE
16
IntelligentDataGovernance
1. Enablecollaborationacrossstakeholderstocollecttheknowledgeandcontextalreadyinyourbusiness.
2. Realizegovernancebyconnectingpolicyeffortswiththetechnicalandoperationalefforts.
3. Enablethedatagovernancestakeholdertoactwithauthority andconfidencetoachievemeasurableresultswithsearchableandactionableenterpriseviews.
4. Empowerthedatagovernancestakeholdertoalwaysbeincontrolbymonitoringandreportingattainmentovertimeintherightbusinesscontext.
5. Democratizedataaccessforallwiththerightuserexperiencesspanningnon-technicalbusinessuserstoIT.
Intelligent
DataPlatform
ACLOUDREAL TIME/
STREAMINGBIG DATA TRADITIONAL
DATA
INTEGRATION
BIG DATA
MANAGEMENT
MASTER DATA
MANAGEMENT
DATA
QUALITY
DATA
SECURITY
CLOUD DATA
MANAGEMENT
Products
Solutions
ENTERPRISEUNIFIEDMETADATAINTELLIGENCE
EnterpriseCloud
DataManagement
CUSTOMER
360
DATA
GOVERNANCE
REFERENCE
360
INTELLIGENT
DATALAKE
SECURE@SOURCEPRODUCT
360
ENTERPRISE
INFORMATION
CATALOG
SUPPLIER
360
CONNECTIVITY
MONITORANDMANAGE
COMPUTE
MONITORANDMANAGEUsage Operational
Technical Business
UNIFIEDMETADATA
ENTERPRISE
INTELLIGENCE
PowerCenter | DQ| MDM
BDM| BG| TDM | S@S
Cloud
Unified Metadata
ENTERPRISE
PowerCenter | DQ| MDM
BDM| BG| TDM | S@S
Cloud
Oracle|DB2| Mainframes
SQLServer| Netezza| Greenplum
Teradata |AzureDW
GoogleBigQuery | AWSRedShift
Databases
SAPR/3| Salesforce
Oracle|MSDynamics| Workday
Applications
Cloudera| HortonWorks
MapR |IBMBigInsights
AWSEMR|Azure HD Insight
Big Data
AWS| MicrosoftAzure
GoogleCloudPlatform
Cloud Platforms
Tableau |IBMCognos
SAPBusinessObjects
Microstrategy |OBIEE
Business Intelligence
MSExcel| MSWord
MS Powerpoint |AdobePDF
FlatFile| Email
Documents
IBMDataStage |MicrosoftSSIS
Talend | OracleDataIntegrator
Other ETL
UnifiedMetadata
ENTERPRISE
20
Complexity
Mostfirmsarefacedwithcomplexdata,businessandtechnologylandscapes.
Change
Thelandscapesandtheirintersectareconstantlychanging.
Fragmentation
Divisions,departments,functions,projects,teamsetc.
TheEnterpriseDataChallenges
21
DataGovernance3.0Themodernorganisationneedstoolsthatconnectpeopleandbringausableunderstanding
Business Understandingdata & usage
Structured Collaborationcross functional
Integrated Viewgraph
Specialist Discipline
People
ReportsProject
Data
Policy Product
System
Glossary
Process
Regulation
Capability
Business Operations
Management & Strategy
Specialist Discipline
Chief Data Office
Legal & Compliance
Theunderstandingexists…
...itneedstobeconnected...
Specialist Discipline
Business Operations
Management & Strategy
Specialist Discipline
Chief Data Office
Legal & Compliance
...madeaccessible&actionable
Specialist Discipline
Business Operations
Management & Strategy
Specialist Discipline
Chief Data Office
Legal & Compliance
25
SolutionApproachforActionableUnderstanding
Catalogue Connect Control
Understand
Execute
Collaborate
26
Operational
Implementation
Controls and
Measurement
Definition and
Direction
Wider Solution Framework for Data Governance
Collaborative
Governance
Workbench
Data Quality
Management
Reference and
Master Data
Management
Data Security
Analytics
Data Integration Data Protection
Information
Lifecycle
Management
Asset Catalog
Data
UniverseData Stores Applications EUCs Processes
27
Operational
Implementation
Controls and
Measurement
Definition and
Direction
Wider Solution Framework for Data Governance
-
Data Quality
MDM
Secure@Source
Data Integration Data Masking Data Archiving
Enterprise
Information Catalog
Data
UniverseData Stores Applications EUCs Processes
28
AI-AssistedCataloguingConceptual Model
Physical ModelsEnterprise
Information
Catalog
Defin
e
Data Set
Data
Domain
Composite
Domain
Data
DomainData
Domain
Dis
cover
AttributeAttribute
Attribute
29
Business&TechnicalLineageAutomationConceptual
PhysicalEnterprise
Information
Catalog
Docu
men
t/Enfo
rce
Val
idat
e/R
ecom
men
dBusiness
SME
Enterprise
Architect
30
IntelligentandContextualDataQualityManagement
IDQ: Rule Implementation and Measurement
Implement
Report
Axon: Definition of Rule, Context, Reporting
Data
StewardsGovernance
Council
31
DataGovernance– InstructingDataSecurity
Define security, portability, retention
policies
Measure & monitor attainment against
policies
Discover relevant data, assess
coverage and risk, cost,
alert on deviations/anomalies
Policy
Status
AleaderinSixGartnerMagic Quadrants
GartnerMQfor
EnterpriseiPaaS
MARCH 2017
GartnerMQforStructuredData
ArchivingandApplicationRetirement
JUNE 2016
GartnerMQfor
MDMSolutions
JAN 2016
GartnerMQfor
DataQualityTools
OCT 2017
GartnerMQforMetadata
ManagementSolutions
AUG 2016
GartnerMQforData
IntegrationToolsAUG
2016
z
GRACIASPORSUATENCIÓN.RodrigoVelasco
Informatica
rvelasco@informática.com