seven styles of data integration

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Michael Corcoran Vice President & CMO June 15, 2022 Seven Styles of Data Integration

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Seven Styles of Data Integration. Michael Corcoran Vice President & CMO October 13, 2014. Pervasive Business Intelligence Opportunity for Improvement. Most organizations access and analyze less than 20% of their data assets, minimizing the return on their overall IT investment. - PowerPoint PPT Presentation

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Page 1: Seven Styles of Data Integration

Michael CorcoranVice President & CMO

April 20, 2023

Seven Styles of Data Integration

Page 2: Seven Styles of Data Integration

Copyright 2007, Information Builders. Slide 2

Pervasive Business IntelligenceOpportunity for Improvement

Most organizations access and analyze less than 20% of their data assets, minimizing the return on their overall IT investment.

Most organizations have deployed BI capabilities to fewer than 10% of their internal users.

Applications

Transactions

Databases

Messages

Documents

Services

Page 3: Seven Styles of Data Integration

Copyright 2007, Information Builders. Slide 3

Enterprise Business IntelligenceThree Levels

CUSTOMERSPARTNERS

DISTRIBUTORDISTRIBUTOR

AGENTSAGENTSSERVICESERVICE

CEO/CEO/PRESIDENTPRESIDENT

INFORMATIONTECHNOLOGYINFORMATIONTECHNOLOGY

FINANCEFINANCE MARKETINGMARKETING PRODUCTSPRODUCTSSALESSALES HUMANRESOURCES

HUMANRESOURCES

SUPPLIERSUPPLIER

OperationalData Store

OperationalData

Process/Transaction/Web Service/Documents

RFID

DataWarehouse

Page 4: Seven Styles of Data Integration

Copyright 2007, Information Builders. Slide 4

Information BuildersOur Solutions

Because Everything Should Work Together

Because Everyone Makes Decisions

Page 5: Seven Styles of Data Integration

The Cost of Delivering Information

Up to 80% of the cost of implementing business intelligence is attributed to data integration.

Page 6: Seven Styles of Data Integration

Enterprise Business IntelligenceSeven Styles of Data Integration

DataMarts

DataWarehouse

OperationalData Store (ODS)

OperationalData

Process/Transaction/Web Service/Documents

Pointin Time

RealTime

1. Data Warehouse

2. Operational Data Access

3. Real-time Data Warehouse

4. Enterprise Information Integration & Drill-Through

5. Web Services

6. Process-Driven BI

(Alerts, BAM, and Embedded)

7. Enterprise Search

1. Data Warehouse

2. Operational Data Access

3. Real-time Data Warehouse

4. Enterprise Information Integration & Drill-Through

5. Web Services

6. Process-Driven BI

(Alerts, BAM, and Embedded)

7. Enterprise Search

Page 7: Seven Styles of Data Integration

Data Integration RequirementsTraditional Data Warehousing

BenefitsBenefits Data qualityData quality ConsolidatedConsolidated Data consistencyData consistency No operational system impactNo operational system impact

ChallengesChallenges Data LatencyData Latency High costHigh cost Implementation time and Implementation time and

maintenancemaintenance

ETLETL

DATAWAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Page 8: Seven Styles of Data Integration

Data Integration RequirementsOperational Data Access

BenefitsBenefits Zero data latency Zero data latency Lower costLower cost Detail dataDetail data Reduced implementation timeReduced implementation time

ChallengesChallenges Data qualityData quality Operational system impactOperational system impact Data aggregationData aggregation

DATAWAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Page 9: Seven Styles of Data Integration

Data Integration RequirementsReal-Time Data Warehouse

BenefitsBenefits Zero data latency Zero data latency Consolidated data modelConsolidated data model No operational system impactNo operational system impact

ChallengesChallenges Transaction volumeTransaction volume

How Do we Do ItHow Do we Do It Real-time TransformationReal-time Transformation Packaged application interfacesPackaged application interfaces Works with all brokers, msg Works with all brokers, msg

queues and TP monitorsqueues and TP monitors Integrated with ETLIntegrated with ETL

- Common process flow- Common process flow

- Embed ETL jobs in process - Embed ETL jobs in process flowsflows

DATAWAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Process/Transaction/Web Service/Documents

Real-TimeReal-TimeTransformationTransformation

BrokerTP Monitor

Page 10: Seven Styles of Data Integration

Data Integration RequirementsEnterprise Information Integration

BenefitsBenefits Consolidated view Consolidated view Cross-business functionsCross-business functions Executive portalsExecutive portals Reduced implementation timeReduced implementation time

ChallengesChallenges PerformancePerformance Non-similar data keys Non-similar data keys

DATAWAREHOUSE

DATAWAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Page 11: Seven Styles of Data Integration

Data Integration Requirements EII Drill-Through Data Warehousing

BenefitsBenefits Detail analysis Detail analysis Financial analysisFinancial analysis Data Warehouse validationData Warehouse validation

ChallengesChallenges Data synchronizationData synchronizationDATA

WAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Page 12: Seven Styles of Data Integration

Data Integration RequirementsWeb Services

BenefitsBenefits Standard interfacesStandard interfaces Simplifies B2B data accessSimplifies B2B data access

ChallengesChallenges Performance ?Performance ?DATA

WAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

FIREWALL

Supplier 3

JAVA

Supplier 2

.NET

Supplier 1

VB

DB2DB2IMSIMS

OracleOracle

SQLSQLServerServer

Page 13: Seven Styles of Data Integration

Process-Driven Business IntelligenceAlerts

BenefitsBenefits True Real-TimeTrue Real-Time AlertsAlerts Business Activity MonitoringBusiness Activity Monitoring Embedded BI into any Embedded BI into any

operational business process or operational business process or workflow. workflow.

ChallengesChallenges ??

DATAWAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Process/Transaction/Web Service/Documents

ESBBroker

TP MonitorApplcation

Page 14: Seven Styles of Data Integration

Process-Driven Business IntelligenceBusiness Activity Monitoring

BenefitsBenefits True Real-TimeTrue Real-Time AlertsAlerts Business Activity MonitoringBusiness Activity Monitoring Embedded BI into any Embedded BI into any

operational business process or operational business process or workflow. workflow.

ChallengesChallenges ??

DATAWAREHOUSE

OPERATIONAL DATAOPERATIONAL DATA

Process/Transaction/Web Service/Documents

ESBBroker

TP MonitorApplcation

Page 15: Seven Styles of Data Integration

Process-Driven Business IntelligenceEmbedded BI

ESBBroker

TP MnitorApplcation

Page 16: Seven Styles of Data Integration

Data Integration RequirementsEnterprise Search

Page 17: Seven Styles of Data Integration

Seven Styles Of Data IntegrationSummary

Today’s business requires new types of data. Information demand is driving lower latency of data. Enterprise Business Intelligence requires most, if not all, styles of

data integration.