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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