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1 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

2 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Nem csak tiszta forrsbl

Adattisztasg, adatintegrci

Enterprise Data Quality

Fekete Zoltn

Principal sales consultant

https://blogs.oracle.com/zfekete

https://blogs.oracle.com/zfekete

3 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Agenda

Adattisztasg, mirt is kellesz nagyon?

Illik az adat a clhoz? DQ mrs s biztosts

Enterprise Data Quality

Oracle Data Integrator

Oracle Data Integrator s Oracle Enterprise Data Quality

egyttes elnyei

4 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Agenda

Adattisztasg, mirt is kellesz nagyon?

Illik az adat a clhoz? DQ mrs s biztosts

Enterprise Data Quality

Oracle Data Integrator

Oracle Data Integrator s Oracle Enterprise Data Quality

egyttes elnyei

Copyright 2012, Oracle and/or its affiliates. All rights reserved. #OracleDataIntegration 5

Az adattisztasg zleti hatsa

Rossz adatokkal J adatokkal

Kisebb ROI

Nagyobb projekt kockzat, id, kltsg

Drgbb, kvetkezmnyek rossz

szmla, rossz kiszllts, rossz

alkatrszek,

Nagyobb ROI

Nagyobb agilits

Nagyobb hatkonysg

Nagyobb gyfl elgedettsg

Nagyobb sklzhatsg

BI/DW implementcik

30%-a teljesen sikeres.

Mirt?

Pnz s adattisztasg

Az adatintegrci s

adattisztasg az alkalmazs

bevezets sikernek alapja,

pl. CRM, SCM s ERP.

#1 ok, ami miatt a

CRM projektek

elbuknak:

adattisztasg?

Adatok radata Elemzk: nvekv mennyisg, komplexits

External data sources are proliferating - On average, organizations are integrating 14 external data sources, up from 11 a year ago.

- Aberdeen Group

New data stored by enterprises exceeded 7 exabytes of data globally in 2010 and new data stored by consumers exceeded an additional 6 exabytes..

- McKinsey Global Institute

As data growth and complexity accelerates, companies should focus on quality assured data exchange (ensure data consistency and accuracy from the point of entry.

- Aberdeen Group

40% projected growth in global data generated per year vs 5% growth in global IT spending.

- McKinsey Global Institute

7 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Cgek

Az adatok folyton vltoznak... a DQ romlik?

240 cg cme vltozik

150 zleti telefonszm vltozik meg vagy sznik meg

112 C-vltozs (CEO, CFO, stb.)

20 cg bukik meg

12 j cg jn ltre

4 cg nevet vltoztat

Source: D&B, US Census Bureau, US Department of Health and Human Services, Administrative Office of the US Courts,

Bureau of Labor Statistics, Gartner, A.T Kearney, GMA Invoice Accuracy Study

5 769 szemly vltoztat llst az USA-ban

2 748 szemly cme vltozik

515 szemly hzasodik meg

263 szemly vlik el

186 szemly jelent be magncsdt

Szemlyek

Trzsadatok,master data: 2% vltozs havonta

Termkek

Termkek: 20% dupliktum

90% termk bevezets rossz

Kisker.: 40 millird $ vagy 3,5% rtkests vesztesg, termk inf gondok

60% szmla hiba

Global Data Sync: 30% IT kltsg cskkens

1 ra alatt 1 ra alatt 1 v alatt

2% monthly change is 27% vente, 61% 2 vente, 104% 3 v alatt!!!

Copyright 2012, Oracle and/or its affiliates. All rights reserved. #OracleDataIntegration 8

Adatok: hibk s konzisztencia gondok

Eltrs vagy hiba

Plda Eltrs vagy

hiba Plda

Sorrend Mark Douglas or Douglas Mark Olvassi hiba Hannah, Hamah

Vletlen javts

Browne Brown Hinyz vagy

extra rszek George W Smith, George Smith, Smith

sszefzs Mary Anne, Maryanne Ms nyelvi

adatok

Khader AL Ghamdi, Khadir A.

AlGamdey

Becenv, alias Chris Christine, Christopher, Tina Kezdbetk

zavara John Alan Smith, J A Smith

Zaj Vessz, perjel, idzjel, gondolatjel,... Betcserk Johnson, Jhonson

Rvidts Wlm/William, Mfg/Manufacturing Lokalizci Stanislav Milosovich Stan Milo

Csonkts Credit Suisse First Bost Tves dtumok 12/10/1915, 21/10/1951, 10121951,

00001951

Eltag varicik MacDonald/McDonald/Donald trsi

klnbsgek Gang, Kang, Kwang

Elrs, elts P0rter, Beht Hangz hibk Graeme Graham

9 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Agenda

Adattisztasg, mirt is kellesz nagyon?

Illik az adat a clhoz? DQ mrs s biztosts

Enterprise Data Quality

Oracle Data Integrator

Oracle Data Integrator s Oracle Enterprise Data Quality

egyttes elnyei

10 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Honnan lehet megtudni?

Mi a hatsa az zletre?

Mit tegynk?

Data Quality Illik az adat a clhoz?

11 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Ellenrzs adatok megfelelnek a clnak?

Understand current data fitness for purpose

Estimate DQ impacts & ROI

Identify critical issues & quick wins

Megismers

Javts

Vdelem

Irnyts Your

Data

Your Experts

Current

issues,

gaps,

errors

Business &

data

standards

12 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Adatok javtsa, alkalmazs telj. javtsa

Improve ROI and performance of existing applications

Engage users and executives

Bring data to a known, baseline quality ready to roll-

out new applications and initiatives

Megismers

Javts

Vdelem

Irnyts

Metrics,

KPIs

Fit for

purpose

data

Parse/

extract

Stand-

ardize

Match/

merge

Verify

Enrich

Gold

data

Apply data standards

13 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

DQ Firewall informci vagyon folyamatos vdelme

Continuous, consistent enforcement of standards

High quality data drives ROI

No more DQ projects!

Megismers

Javts

Vdelem

Irnyts

Hub

Apply data standards/validate

External

sources/

feeds

Non-DQ/MDM-

aware Apps

DQ/MDM-

aware Apps Web

service

call

Oracle Data Integrator

E-LT/ETL Process

14 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

DQ irnyts folyamatos folyamat javts

Monitor ongoing effectiveness

Track and resolve issues

Improve overall effectiveness

Understand

Improve

Protect

Irnyts

Target

system DQ

metrics

Gold

data

Apply data standards

Source

system DQ

metrics

DQ

process

metrics

15 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Agenda

Adattisztasg, mirt is kellesz nagyon?

Illik az adat a clhoz? DQ mrs s biztosts

Enterprise Data Quality

Oracle Data Integrator

Oracle Data Integrator s Oracle Enterprise Data Quality

egyttes elnyei

16 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Enterprise Data Quality Datanomic, 2011.

17 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Enterprise Data Quality

Integrlt DQ megolds

Tmakr-specifikus

Knnyen

hasznlhat

Integrlt DQ megolds profiling, cleansing, classification,

repurposing, matching & reporting

zleti felhasznlknak

Egyszer konfigurci s integrci DQ Services

Integrlt csoportmunka s menedzsment

Specializlt f terletekre: Parner s Termk

Elre felptett folyamatok s tuds

Megfelel eszkzt a feladathoz

Kiterjeszthet tetszleges terletre, feladatra, folyamathoz

Fggetlen: adatkr, piac, alkalmazs, ... DQ nem csak a httrmunkhoz Felhasznlk monitorozhatjk a fontos adatokat

Testreszabott dashboard

Tartalom s elrendezs kivlasztsa

zleti kontextus: megrts s egyetrts

17

18 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

EDQ Console, a felhasznlra fkuszlva

Projekt

bngsz

F terlet

Eredmnyek

Eszkzpaletta

19 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Teljes DQ folyamat felptse

Egyszer vagy komplex folyamat

Folyamat ttekint nzet: navigci

Teljes DQ funkcionalits: egyetlen egysges fellet s repository

20 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Rgtn bevethet ksz feldolgozk: Processor

21 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Fontos: nyelv-specifikus, rgi-specifikus s

orszg-specifikus kpessgek

Processorok: orszgokra, rgikra

Teljes unicode megfelels

22 Copyright 2012, Oracle and/or its affiliates. All rights

reserved.

Fontos: nyelv-specifikus, rgi-specifikus s

orszg-specifikus