Decision Ready Data: Power Your Analytics with Great Data
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Transcript of Decision Ready Data: Power Your Analytics with Great Data
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Decision Ready Data: Power Your Analytics with Great Data
Murthy Mathiprakasam
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Repeatably deliver trusted and timely data for great analytics and great social impact
Your Mission
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Great Data Powers Great Analytics and Great Impact
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CIOs See Competitive Advantage in Analytics
BUT More than half of analytics projects
fail
Gartner
Analytics is the top priority for CIOs
again in 2015
Gartner
CIO Investment Priority
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New Data Sources Enable New Insights
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In the era of Big Interaction Data, unprecedented insights are available from analyzing new data sources
SENSORS METERS LOGS
BADGES WEARABLES MOBILE
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Cloud
New Data Platforms
Big DataTraditional /Real Time
New Visualization Tools
New Platforms Enable New Analytical Capabilities
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But Data Is Fragmented As Data Sources Proliferate
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Data Warehouse
Transactional Applications
CRM ERP HR FIN
Big Data
UnstructuredSemi-Structured
Real-timeEvents
MainframeSystems
Cloud, Social, Partner Data
EnterpriseApplications
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It’s Difficult to Trust All Of The Available Data
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John Smith11710 Plaza DriveReston, VA ______(___)-___-____
IncompleteDATASETS THAT
ARE NOT ACCURATE
Jonathan Smith
John Smith
John H Smith
InconsistentDATASETS THAT
ARE NOT STANDARDIZED
InsecureDATASETS THAT
ARE NOT MASKED
vs
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Data Has Not Kept Up With The Pace of Business
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Up to 80%ANALYST TIME SPENT ON
DATA PREPARATION
Untimely DeliveryOF DATA INHIBITS
AGILE, REAL-TIME DECISIONS
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Analytics Is Costly & Complex To Deliver Today
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Can’t Re-Use EXISTING SKILLS
WHEN PLATFORMS CHANGE
Can’t Re-Use EXISTING PROCESSESTO DRIVE SCALABILITY
AND REPEATABILITY
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As A Result, Decisions Suffer and People Suffer Impact
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Can’t make comprehensive decisions based on all of the available data
Can’t make accurate decisions based onhigh quality and secure data
Can’t make timely decisions based on fresh and up-to-date data
Can’t operationalize data delivery tofuel decisions repeatably and scalably
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What Is Needed: Faster, Better, Less Costly Analytics
Insights ThatAre Timely
Data ThatCan BeTrusted
Simple,Standardized,
ScalableDelivery
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Repeatably deliver trusted and timely data for great analytics and great social impact
Your Mission
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Imagine If You Could Put More Data To Use
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Word, ExcelPDFStarOfficeEmail, LDAP
OracleDB2SQL ServerSybase
InformixTeradataNetezzaODBC/JDBC
Flat filesHTTP/HTMLRPGANSI
ASTFIXSWIFTMVR
SAP NetWeaverSAP NetWeaver BI SASSiebel
JD Edwards Lotus NotesOracle E-BusinessPeopleSoft
EDI–X12EDI-FactRosettaNetHL7/HIPAA
XMLLegalXMLIFXcXML
SalesforceRightNowNetSuiteOracle OnDemand
FacebookTwitterLinkedInDatasift
ebXMLHL7 v3.0ACORD
100+ PRE-BUILT PARSERS
200+ PRE-BUILT CONNECTORS
Out of the BoxBUSINESS RULES AND
DATA STANDARDIZATION
Sample of Compatible Data Types and Sources
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Imagine If You Could Stream Data At High Speeds
REFINE
INGEST
Profile, Parse, Cleanse, Match
Stream
STORE
ACT
Complex Event Processing
NoSQL Databases
LAN/WAN SCALESTREAMING COLLECTION
CENTRALIZED MANAGEMENTOF DISTRIBUTED COLLECTION
REAL-TIME INGESTION OF REAL-TIME DATA FOR
REAL-TIME RESPONSE
SOURCE
Transactional Data
InteractionData
Sensor/DeviceData
Documents/Files
IndustryFormats
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Imagine If You Could Easily Adopt New Platforms
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400%FASTER MIGRATION TO
NEW PLATFORMS
500% FASTER PERFORMANCE ON
DATA PREPARATION
0%REWRITING OF DATA PREPARATION JOBS
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Imagine If You Could Easily Adopt Hadoop
REFINE WAREHOUSE
Profile, Parse, Cleanse, Match
Offload infrequently used data for
active archivingOffload ETL/ELT for efficient processing
Reuse existing skills and processes
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Imagine If You Could Develop And Staff More Quickly
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HadoopDevelopers
InformaticaDevelopers
100,000+TRAINED DEVELOPERS
WORLDWIDE
500% MORE PRODUCTIVE THAN HAND-CODING
0%RISK OF REWRITING
OUTDATED CODE
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Imagine If You Could Understand Your Data
“Contact [email protected] more information about #AAPL and #GOOG”
Person: William HarrisonCompany: Apple, IncCompany: Google
EXTRACT ENTITIESWITH NATURAL
LANGUAGE PROCESSING
ENRICH DATASETSWITH ADDRESS VALIDATION
AND GEOCODING
MATCH AND STANDARDIZEFOR DATA QUALITY
AND DATA MASTERING
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Imagine If You Could Protect Your Data
PHI: Protected Health InformationPII: Personally Identifiable InformationScalable to look for/discover ANY Domain type
ANALYZE STRUCTUREOF DATA WITH BUILT-IN
DATA PROFILING
ISOLATE BAD DATA QUICKLYWITH PROFILING STATISTICS
UNDERSTAND MEANINGAND CONTEXT OF DATA
IDENTITY SENSITIVE DATAWITH DATA DOMAIN REPORTS
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Imagine If You Could Provide Virtual Access…
CANONICAL DATA MODELPRODUCT …CUSTOMER ORDER
SOURCE
VIRTUALIZE
ANALYZE ACCESS & MERGEDATASETS USING VIRTUAL TABLES
PREPARE IN REAL-TIMEWITH COMMON METADATA
REPOSITORY
Transactional Data
InteractionData
Sensor/DeviceData
Documents/Files
IndustryFormats
BusinessIntelligence
Agile Visualization
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…Or Broker Physical Provisioning Automatically
SOURCE
Transactional Data
InteractionData
Sensor/DeviceData
Documents/Files
IndustryFormats
BROKER
ANALYZE
BusinessIntelligence
Agile Visualization
LOOSER COUPLINGBETWEEN SOURCE SYSTEMS AND DESTINATION SYSTEMS
FASTER PROVISIONINGOF DATA TO DISTRIBUTED
CONSUMERSIntegrationHub
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Informatica Delivers Great Data For Any InitiativeAccess Any Data / Any
Volume
Faster Data Onboarding
• Integrate• Load• Transform• Cleanse• Master
Offload Data and
Processing Batch
Deliver More Trusted Data
Data Warehouse
• Prepare• Analyze• Profile• Cleanse
Offload to High Performance
Storage
Realtime
Storage
X
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#1) Define The Mission Of Your Journey
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IdentifyTheData
SelectThe
Consumers
Establish TheGoal
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#2) Deploy Leverage At Every Step
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LeverageExisting
Centers OfExcellence
Leverage LightweightStandards &Processes
LeverageTechnology
for Scale andRepeatability
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#3) Deliver With Partners For Maximum Success
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…
Strong Partner Ecosystem
• FREE 2 Hour Workshop• DW Optimization
Assessment• Readiness Assessment
Proven Methodology
Data Integration Data Quality
Cloud Data Integration Data Archiving
Market Leading Platform
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GreatTransportation
Aspiration: Florida Turnpike sought to improve emergency preparedness and improve the prepaid toll program
Challenge: Data collection took over one month leading to faulty analytics
Outcome: “Timely and accurate traffic, revenue, and participation reports help management make good choices that will eventually result in saving money.”
— Bob Hartmann, IT Director, Florida Turnpike Enterprise
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GreatEnvironment
Aspiration: US Geological Service sought to improve the quality of water in the United States
Challenge: Collect distributed data and build a centralized water quality dataset
Outcome: “We chose Informatica as our data integration solution because of its maturity, wide range of features, ease of use and industrial strength, integrated architecture.”
— Harry House, Data Warehouse Practice Leader, USGS
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GreatEducation
Aspiration: Rochester Institute of Technology sought to understand how it could improve student enrollment, student housing, and student retention
Challenge: Data was in disparate systems
Outcome: “We're becoming myth busters. Informatica provides timely, accurate information we need to spot trends, improve the quality of our academic learning, and reduce attrition.”
— Kim Sowers, Director of Application Development, Rochester Institute of Technology
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GreatHealthcare
Aspiration: Utah Dept of Health sought to process healthcare claims faster and improve public health
Challenge: Manual effort to track and link claims data over time
Outcome: “We see the Informatica as absolutely essential to everything that we want to do, not only to meet our mandate for the All Payer Database,”
— Dr. Keely Cofrin Allen, Director, Office of Health Care Statistics, State of Utah Department of Health
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Repeatably deliver trusted and timely data for great analytics and great social impact
Your Mission
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Across nearly any data, any data platform, any data visualization
Informatica Delivers Great Data for Great Social Impact
Cloud Big DataTraditional /Modern
Data Sources
Data Visualization
Data Platforms
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Thank You