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