SAS Data Management Technologies Supporting a Data Governance Process. Dave Smith, SAS UK & I

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "SAS Data Management Technologies Supporting a Data Governance Process. Dave Smith, SAS UK & I"

Transcription

1 SAS Data Management Technologies Supporting a Data Governance Process Dave Smith, SAS UK & I

2 Agenda Data Governance What it is Why it s needed How to get started SAS technologies which can assist Data Governance programs

3 Data Governance Defined Formal orchestration of people, processes and technology to leverage data as a corporate asset

4 Why Govern Data? Regulation Risk Efficiency Opportunity

5 The interconnectedness of people process and technology Business Technical Owner Relationships Definitions Links Status Importance Requirements Attributes Data Item Physical Location Metadata Lineage Quality

6 The Data Governance Journey ORCHESTRATING PEOPLE, PROCESSES, AND TECHNOLOGY Unpredictable Managed Controlled Proactive Integrated No awareness Nascent awareness No accountability and Data Stewards Assigned DS Accountability of business owners Proactive behaviours on DQ Recognized DS DG office DQ culture No common language Application-centric Business definitions DQ processes Shared business definitions and rules DG policies DQ embedded in processes Optimised crossfunctional processes No tools DQ tools Metadata repositories Shared metadata Business glossary Analytical MDM DG process tool and dashboards Operational / collaborative MDM Data as a service

7 Data Management vs. Data Governance Data management is a by-product of data governance Effective data management needs to be governed

8 Data Governance Buying Warehouse SystemWho owns Mgt the System data? Who can author data and how? New Product Introduction Who can decide Cons. about the Customer Marketing changes? Exp. THE QUESTIONS IT ADDRESSES Customer Registration ing Promotions / Marketing What does good POS Campaign data look like? Mgt Digital Marketing Finance & Risk Pricing WEB How is inaccurate Promotion Management Marketing Campaign Call How are conflicting Market Centre needs addressed? insight Disparate needs for data consumption CRM / Loyalty Program Data silos / Application Centric Data Generation information & Manipulation corrected? Unmanaged cross-functional processes

9 The role of Data Stewards ORCHESTRATING CROSS-FUNCTIONAL COLLABORATION Data Stewards Manage & Monitor Business Users Create & Consume IT Implement, Adapt & Extend

10 Common Data Governance Challenges Seen as an academic exercise The culture doesn t support centralized decision making Considered an IT issue The ROI isn t clear Definitions and explanations of data governance are varied and contradictory Nervousness about the G word

11 SAS Data Governance Framework

12 Where to Start? Top-down Quick Wins Vision & Roadmap Business case / ROI Data Dictionary definition DQ Standards definition Data Stewardship model Prioritization of DM initiatives Organizational framework DG & DQ Processes Impact & root cause analysis Data Quality Analysis Bottom-up

13 Other Best Practices Understand what s important to management now Work within your culture Understand your current state before making the pitch Choose sponsors based on initiative owners Corrections at source & available to real time processes Treat Data Governance as a project Rely on the big-bang approach Treat all data the same way

14 SAS Technologies for Data Governance

15 SAS Data Management Platform

16 Data Quality Process Update & Improve systems and processes Define the key entities Identify the sources and responsibilities 6 Remediate & Improve Operations and DI Experts DQ Analyst 1 Define the terms and sources Business Owner Measure & Monitor actual vs. expected, identify trends, allocated tasks Qualify & Quantify actual issues with the Data 5 Monitor & Publish DQ measurement Data Steward Business Owner 2 Discover & Profile the Data DQ Analyst Embed the DQ services and business rules into the operating systems and DI processes 3 Design the business rules to enforce data quality and data services Operations and DI Experts 4 Apply injection and execution Design data quality standards Business Owner DQ Analyst

17 The Relationship service The Relationship Service collects and stores metadata Content from SAS and sources outside of SAS Processes that include resources used in data management, business intelligence, and data integration Consists of Resources and Relationships Resources are metadata representations of data assets or processes Relationships describe how two Resources are related

18 Relationship Types Is dependent on Is parent of Contains Is synonymous with Is associated with Is equal to

19 Lineage Viewer Acts as a viewer on the relationships database Allows different views of data lineage including governance and impact analysis

20 Business Data Network Central definitions of Terms across the organisation Links business and technical definitions to enable collaboration and clarity

21 Federation Server Create federated views of data from diverse sources Apply row and column access control, data encryption and masking to sources Enable detailed logging of data access

22 Questions?

Information Management & Data Governance

Information Management & Data Governance Data governance is a means to define the policies, standards, and data management services to be employed by the organization. Information Management & Data Governance OVERVIEW A thorough Data Governance

More information

IRMAC SAS INFORMATION MANAGEMENT, TRANSFORMING AN ANALYTICS CULTURE. Copyright 2012, SAS Institute Inc. All rights reserved.

IRMAC SAS INFORMATION MANAGEMENT, TRANSFORMING AN ANALYTICS CULTURE. Copyright 2012, SAS Institute Inc. All rights reserved. IRMAC SAS INFORMATION MANAGEMENT, TRANSFORMING AN ANALYTICS CULTURE ABOUT THE PRESENTER Marc has been with SAS for 10 years and leads the information management practice for canada. Marc s area of specialty

More information

Data Governance, SAS vinkling

Data Governance, SAS vinkling Data Governance, SAS vinkling Hvordan kan data governance se ut i praksis? Hvordan komme i gang, og sammenhengen med andre SAS-produkter. Ved Terje Vatle, Business Advisor Nordic CoE Information Management,

More information

Improving data governance; how can health informatics practitioners help gain stakeholder support?

Improving data governance; how can health informatics practitioners help gain stakeholder support? Improving data governance; how can health informatics practitioners help gain stakeholder support? Sarah Humphreys HISA Data Governance Conference March 2012 How to gain stakeholder support Private sector

More information

Analytics Strategy Information Architecture Data Management Analytics Value and Governance Realization

Analytics Strategy Information Architecture Data Management Analytics Value and Governance Realization 1/22 As a part of Qlik Consulting, works with Customers to assist in shaping strategic elements related to analytics to ensure adoption and success throughout their analytics journey. Qlik Advisory 2/22

More information

Enterprise Data Governance

Enterprise Data Governance DATA GOVERNANCE Enterprise Data Governance Strategies and Approaches for Implementing a Multi-Domain Data Governance Model Mark Allen Sr. Consultant, Enterprise Data Governance WellPoint, Inc. 1 Introduction:

More information

Enterprise Data Governance

Enterprise Data Governance Enterprise Aligning Quality With Your Program Presented by: Mark Allen Sr. Consultant, Enterprise WellPoint, Inc. (mark.allen@wellpoint.com) 1 Introduction: Mark Allen is a senior consultant and enterprise

More information

The Key Components of a Data Governance Program. John R. Talburt, PhD, IQCP University of Arkansas at Little Rock Black Oak Analytics, Inc

The Key Components of a Data Governance Program. John R. Talburt, PhD, IQCP University of Arkansas at Little Rock Black Oak Analytics, Inc The Key Components of a Data Governance Program John R. Talburt, PhD, IQCP University of Arkansas at Little Rock Black Oak Analytics, Inc My Background Currently University of Arkansas at Little Rock Acxiom

More information

Data Governance: The Cornerstone of MDM

Data Governance: The Cornerstone of MDM Data Governance: The Cornerstone of MDM ECCMA Data Quality Summit Jim Hart, Senior Solutions Architect Data Governance: The Cornerstone of MDM Agenda A Little About SAS and DataFlux Understanding the Challenges

More information

Implementing a Data Governance Initiative

Implementing a Data Governance Initiative Implementing a Data Governance Initiative Presented by: Linda A. Montemayor, Technical Director AT&T Agenda AT&T Business Alliance Data Governance Framework Data Governance Solutions: o Metadata Management

More information

Kalido Data Governance Maturity Model

Kalido Data Governance Maturity Model White Paper Kalido Data Governance Maturity Model September 2010 Winston Chen Vice President, Strategy and Business Development Kalido Introduction Data management has gone through significant changes

More information

Seven Tips for Unified Master Data Management

Seven Tips for Unified Master Data Management TDWI RESEARCH TDWI CHECKLIST REPORT Seven Tips for Unified Master Data Management Integrated with Data Quality and Data Governance By Philip Russom Sponsored by: tdwi.org MAY 2014 TDWI CHECKLIST REPORT

More information

Operational Excellence for Data Quality

Operational Excellence for Data Quality Operational Excellence for Data Quality Building a platform for operational excellence to support data quality. 1 Background & Premise The concept for an operational platform to ensure Data Quality is

More information

Using SAP Master Data Technologies to Enable Key Business Capabilities in Johnson & Johnson Consumer

Using SAP Master Data Technologies to Enable Key Business Capabilities in Johnson & Johnson Consumer Using SAP Master Data Technologies to Enable Key Business Capabilities in Johnson & Johnson Consumer Terry Bouziotis: Director, IT Enterprise Master Data Management JJHCS Bob Delp: Sr. MDM Program Manager

More information

The amount of data you have doubles every 12 to 18 months. Information Asset Management that Drives Business Performance Jeremy Pritchard 10/06/2015

The amount of data you have doubles every 12 to 18 months. Information Asset Management that Drives Business Performance Jeremy Pritchard 10/06/2015 Information Asset Management that Drives Business Performance Jeremy Pritchard 1 The amount of data you have doubles every 12 to 18 months Thomas Redman Data-Driven 1 The average amount of inaccurate data

More information

Better Data is Everyone s Job! Using Data Governance to Accelerate the Data Driven Organization

Better Data is Everyone s Job! Using Data Governance to Accelerate the Data Driven Organization Better Data is Everyone s Job! Using Data Governance to Accelerate the Data Driven Organization Intros - Name - Interest / Challenge - Role Data Governance is a Business Function Data governance should

More information

Data Governance in a Siloed Organization

Data Governance in a Siloed Organization The First Step in Master Data Management Data Governance in a Siloed Organization Kelle O Neal Managing Partner kelle@firstsanfranciscopartners.com Gurinder Bahl Principal Product Manager, Oracle gurinder.bahl@oracle.com

More information

Effective Data Governance

Effective Data Governance perspective Effective Data Governance Abstract Data governance is no more just another item that is good to talk about and nice to have, for global data management organizations. This PoV looks into why

More information

Bringing Strategy to Life Using an Intelligent Data Platform to Become Data Ready. Informatica Government Summit April 23, 2015

Bringing Strategy to Life Using an Intelligent Data Platform to Become Data Ready. Informatica Government Summit April 23, 2015 Bringing Strategy to Life Using an Intelligent Platform to Become Ready Informatica Government Summit April 23, 2015 Informatica Solutions Overview Power the -Ready Enterprise Government Imperatives Improve

More information

SAP BusinessObjects Information Steward

SAP BusinessObjects Information Steward SAP BusinessObjects Information Steward Michael Briles Senior Solution Manager Enterprise Information Management SAP Labs LLC June, 2011 Agenda Challenges with Data Quality and Collaboration Product Vision

More information

Vermont Enterprise Architecture Framework (VEAF) Master Data Management (MDM) Abridged Strategy Level 0

Vermont Enterprise Architecture Framework (VEAF) Master Data Management (MDM) Abridged Strategy Level 0 Vermont Enterprise Architecture Framework (VEAF) Master Data Management (MDM) Abridged Strategy Level 0 EA APPROVALS EA Approving Authority: Revision

More information

Getting Started with Data Governance. Philip Russom TDWI Research Director, Data Management June 14, 2012

Getting Started with Data Governance. Philip Russom TDWI Research Director, Data Management June 14, 2012 Getting Started with Data Governance Philip Russom TDWI Research Director, Data Management June 14, 2012 Speakers Philip Russom Director, TDWI Research Daniel Teachey Senior Director of Marketing, DataFlux

More information

MDM and Data Warehousing Complement Each Other

MDM and Data Warehousing Complement Each Other Master Management MDM and Warehousing Complement Each Other Greater business value from both 2011 IBM Corporation Executive Summary Master Management (MDM) and Warehousing (DW) complement each other There

More information

Explore the Possibilities

Explore the Possibilities Explore the Possibilities 2013 HR Service Delivery Forum Best Practices in Data Management: Creating a Sustainable and Robust Repository for Reporting and Insights 2013 Towers Watson. All rights reserved.

More information

DebTech International, Wilshire Conferences and TDAN.com "Data Governance Best Practice Award" 2011 for Sallie Mae

DebTech International, Wilshire Conferences and TDAN.com Data Governance Best Practice Award 2011 for Sallie Mae DebTech International, Wilshire Conferences and TDAN.com "Data Governance Best Practice Award" 2011 for Sallie Mae SPONSORSHIP, PLANNING and FRAMEWORK Describe your data governance program planning process,

More information

Enabling Data Quality

Enabling Data Quality Enabling Data Quality Establishing Master Data Management (MDM) using Business Architecture supported by Information Architecture & Application Architecture (SOA) to enable Data Quality. 1 Background &

More information

DATA GOVERNANCE AT UPMC. A Summary of UPMC s Data Governance Program Foundation, Roles, and Services

DATA GOVERNANCE AT UPMC. A Summary of UPMC s Data Governance Program Foundation, Roles, and Services DATA GOVERNANCE AT UPMC A Summary of UPMC s Data Governance Program Foundation, Roles, and Services THE CHALLENGE Data Governance is not new work to UPMC. Employees throughout our organization manage data

More information

Data Governance Maturity Model Guiding Questions for each Component-Dimension

Data Governance Maturity Model Guiding Questions for each Component-Dimension Data Governance Maturity Model Guiding Questions for each Component-Dimension Foundational Awareness What awareness do people have about the their role within the data governance program? What awareness

More information

CAPABILITY MATURITY MODEL & ASSESSMENT

CAPABILITY MATURITY MODEL & ASSESSMENT ENTERPRISE DATA GOVERNANCE CAPABILITY MATURITY MODEL & ASSESSMENT www.datalynx.com.au Data Governance Data governance is a key mechanism for establishing control of corporate data assets and enhancing

More information

Trends In Data Quality And Business Process Alignment

Trends In Data Quality And Business Process Alignment A Custom Technology Adoption Profile Commissioned by Trillium Software November, 2011 Introduction Enterprise organizations indicate that they place significant importance on data quality and make a strong

More information

What's New in SAS Data Management

What's New in SAS Data Management Paper SAS034-2014 What's New in SAS Data Management Nancy Rausch, SAS Institute Inc., Cary, NC; Mike Frost, SAS Institute Inc., Cary, NC, Mike Ames, SAS Institute Inc., Cary ABSTRACT The latest releases

More information

Microsoft Dynamics CRM for Financial Services. Making customers the heart of your business.

Microsoft Dynamics CRM for Financial Services. Making customers the heart of your business. Microsoft Dynamics CRM for Financial Services Making customers the heart of your business. In today s competitive financial services market the focus is the customer making sure the customer is at the

More information

AN OVERVIEW OF THE SALLIE MAE DATA GOVERNANCE PROGRAM

AN OVERVIEW OF THE SALLIE MAE DATA GOVERNANCE PROGRAM AN OVERVIEW OF THE SALLIE MAE DATA GOVERNANCE PROGRAM DAMA Day Washington, D.C. September 19, 2011 8/29/2011 SALLIE MAE BACKGROUND Sallie Mae is the nation s leading provider of saving, planning and paying

More information

Building a Data Quality Scorecard for Operational Data Governance

Building a Data Quality Scorecard for Operational Data Governance Building a Data Quality Scorecard for Operational Data Governance A White Paper by David Loshin WHITE PAPER Table of Contents Introduction.... 1 Establishing Business Objectives.... 1 Business Drivers...

More information

Master Data Management

Master Data Management Master Data Management Patrice Latinne ULB 30/3/2010 Agenda Master Data Management case study Who & services roadmap definition data How What Why technology styles business 29/03/2010 2 Why Master Data

More information

Master Data Management Defining & Measuring MDM Maturity, A Continuous Improvement Approach

Master Data Management Defining & Measuring MDM Maturity, A Continuous Improvement Approach Master Data Management Defining & Measuring MDM Maturity, A Continuous Improvement Approach DEFINE IMPROVE MEASURE Presentation by Mark Allen 1 About the Author Mark Allen has over 25 years of data management

More information

Operationalizing Data Governance through Data Policy Management

Operationalizing Data Governance through Data Policy Management Operationalizing Data Governance through Data Policy Management Prepared for alido by: David Loshin nowledge Integrity, Inc. June, 2010 2010 nowledge Integrity, Inc. Page 1 Introduction The increasing

More information

Business Intelligence

Business Intelligence Business Intelligence What is it? Why do you need it? This white paper at a glance This whitepaper discusses Professional Advantage s approach to Business Intelligence. It also looks at the business value

More information

The following is intended to outline our general product direction. It is intended for informational purposes only, and may not be incorporated into

The following is intended to outline our general product direction. It is intended for informational purposes only, and may not be incorporated into The following is intended to outline our general product direction. It is intended for informational purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any

More information

TEXT ANALYTICS INTEGRATION

TEXT ANALYTICS INTEGRATION TEXT ANALYTICS INTEGRATION A TELECOMMUNICATIONS BEST PRACTICES CASE STUDY VISION COMMON ANALYTICAL ENVIRONMENT Structured Unstructured Analytical Mining Text Discovery Text Categorization Text Sentiment

More information

JOURNAL OF OBJECT TECHNOLOGY

JOURNAL OF OBJECT TECHNOLOGY JOURNAL OF OBJECT TECHNOLOGY Online at www.jot.fm. Published by ETH Zurich, Chair of Software Engineering JOT, 2008 Vol. 7, No. 8, November-December 2008 What s Your Information Agenda? Mahesh H. Dodani,

More information

Data Management Roadmap

Data Management Roadmap Data Management Roadmap A progressive approach towards building an Information Architecture strategy 1 Business and IT Drivers q Support for business agility and innovation q Faster time to market Improve

More information

Chief Data Officer Center of Excellence. Develop an Enterprise CoE to Drive Business Decision Making and Growth

Chief Data Officer Center of Excellence. Develop an Enterprise CoE to Drive Business Decision Making and Growth Chief Data Officer Center of Excellence Develop an Enterprise CoE to Drive Business Decision Making and Growth CJ Nakamura & Vikram Anand Cerner Health Services September, 2015 hello who why what how q&a

More information

Three Fundamental Techniques To Maximize the Value of Your Enterprise Data

Three Fundamental Techniques To Maximize the Value of Your Enterprise Data Three Fundamental Techniques To Maximize the Value of Your Enterprise Data Prepared for Talend by: David Loshin Knowledge Integrity, Inc. October, 2010 2010 Knowledge Integrity, Inc. 1 Introduction Organizations

More information

OPTIMUS SBR. Optimizing Results with Business Intelligence Governance CHOICE TOOLS. PRECISION AIM. BOLD ATTITUDE.

OPTIMUS SBR. Optimizing Results with Business Intelligence Governance CHOICE TOOLS. PRECISION AIM. BOLD ATTITUDE. OPTIMUS SBR CHOICE TOOLS. PRECISION AIM. BOLD ATTITUDE. Optimizing Results with Business Intelligence Governance This paper investigates the importance of establishing a robust Business Intelligence (BI)

More information

DataFlux Data Management Studio

DataFlux Data Management Studio DataFlux Data Management Studio DataFlux Data Management Studio provides the key for true business and IT collaboration a single interface for data management tasks. A Single Point of Control for Enterprise

More information

Turning Data into Knowledge: Creating and Implementing a Meta Data Strategy

Turning Data into Knowledge: Creating and Implementing a Meta Data Strategy EWSolutions Turning Data into Knowledge: Creating and Implementing a Meta Data Strategy Anne Marie Smith, Ph.D. Director of Education, Principal Consultant amsmith@ewsolutions.com PG 392 2004 Enterprise

More information

Best Practices in Enterprise Data Governance

Best Practices in Enterprise Data Governance Best Practices in Enterprise Data Governance Scott Gidley and Nancy Rausch, SAS WHITE PAPER SAS White Paper Table of Contents Introduction.... 1 Data Governance Use Case and Challenges.... 1 Collaboration

More information

Nyheter i SAS Data Management med SAS versjon 9.4

Nyheter i SAS Data Management med SAS versjon 9.4 make connections share ideas be inspired Nyheter i SAS Data Management med SAS versjon 9.4 Terje Vatle Nordic CoE, Data Management C o p y r i g h t 2 0 1 3, S A S I n s t i t u t e I n c. A l l r i g

More information

DATA GOVERNANCE AND DATA QUALITY

DATA GOVERNANCE AND DATA QUALITY DATA GOVERNANCE AND DATA QUALITY Kevin Lewis Partner Enterprise Management COE Barb Swartz Account Manager Teradata Government Systems Objectives of the Presentation Show that Governance and Quality are

More information

Business Intelligence Maturity Model. Wayne Eckerson Director of Research The Data Warehousing Institute weckerson@tdwi.org

Business Intelligence Maturity Model. Wayne Eckerson Director of Research The Data Warehousing Institute weckerson@tdwi.org Business Intelligence Maturity Model Wayne Eckerson Director of Research The Data Warehousing Institute weckerson@tdwi.org Purpose of Maturity Model If you don t know where you are going, any path will

More information

Business Intelligence

Business Intelligence WHITEPAPER Business Intelligence Solution for Clubs This whitepaper at a glance This whitepaper discusses the business value of implementing a business intelligence solution at clubs and provides a brief

More information

IBM Big Data in Government

IBM Big Data in Government IBM Big in Government Turning big data into smarter decisions Deepak Mohapatra Sr. Consultant Government IBM Software Group dmohapatra@us.ibm.com The Big Paradigm Shift 2 Big Creates A Challenge And an

More information

Business User driven Scorecards to measure Data Quality using SAP BusinessObjects Information Steward

Business User driven Scorecards to measure Data Quality using SAP BusinessObjects Information Steward September 10-13, 2012 Orlando, Florida Business User driven Scorecards to measure Data Quality using SAP BusinessObjects Information Steward Asif Pradhan Learning Points SAP BusinessObjects Information

More information

Five Fundamental Data Quality Practices

Five Fundamental Data Quality Practices Five Fundamental Data Quality Practices W H I T E PA P E R : DATA QUALITY & DATA INTEGRATION David Loshin WHITE PAPER: DATA QUALITY & DATA INTEGRATION Five Fundamental Data Quality Practices 2 INTRODUCTION

More information

Enterprise Data Management

Enterprise Data Management TDWI research TDWI Checklist report Enterprise Data Management By Philip Russom Sponsored by www.tdwi.org OCTOBER 2009 TDWI Checklist report Enterprise Data Management By Philip Russom TABLE OF CONTENTS

More information

Agile Master Data Management A Better Approach than Trial and Error

Agile Master Data Management A Better Approach than Trial and Error Agile Master Data Management A Better Approach than Trial and Error A whitepaper by First San Francisco Partners First San Francisco Partners Whitepaper Executive Summary Market leading corporations are

More information

Informatica Data Governance Framework Defining a Strategy for Success. Clarke Patterson Sr. Director Product Marketing

Informatica Data Governance Framework Defining a Strategy for Success. Clarke Patterson Sr. Director Product Marketing Informatica Data Governance Framework Defining a Strategy for Success Clarke Patterson Sr. Director Product Marketing 1 Agenda The Role of Data Governance Assessing Maturity Understanding the Components

More information

Data Governance Best Practices

Data Governance Best Practices Data Governance Best Practices Rebecca Bolnick Chief Data Officer Maya Vidhyadharan Data Governance Manager Arizona Department of Education Key Issues 1. What is Data Governance and why is it important?

More information

Effecting Data Quality Improvement through Data Virtualization

Effecting Data Quality Improvement through Data Virtualization Effecting Data Quality Improvement through Data Virtualization Prepared for Composite Software by: David Loshin Knowledge Integrity, Inc. June, 2010 2010 Knowledge Integrity, Inc. Page 1 Introduction The

More information

Presented By: Leah R. Smith, PMP. Ju ly, 2 011

Presented By: Leah R. Smith, PMP. Ju ly, 2 011 Presented By: Leah R. Smith, PMP Ju ly, 2 011 Business Intelligence is commonly defined as "the process of analyzing large amounts of corporate data, usually stored in large scale databases (such as a

More information

Whitepaper Data Governance Roadmap for IT Executives Valeh Nazemoff

Whitepaper Data Governance Roadmap for IT Executives Valeh Nazemoff Whitepaper Data Governance Roadmap for IT Executives Valeh Nazemoff The Challenge IT Executives are challenged with issues around data, compliancy, regulation and making confident decisions on their business

More information

Master Your Data and Your Business Using Informatica MDM. Ravi Shankar Sr. Director, MDM Product Marketing

Master Your Data and Your Business Using Informatica MDM. Ravi Shankar Sr. Director, MDM Product Marketing Master Your and Your Business Using Informatica MDM Ravi Shankar Sr. Director, MDM Product Marketing 1 Driven Enterprise Timely Trusted Relevant 2 Agenda Critical Business Imperatives Addressed by MDM

More information

It s Imperative: A Data Governance Primer for Solvency II and Beyond WHITE PAPER

It s Imperative: A Data Governance Primer for Solvency II and Beyond WHITE PAPER It s Imperative: A Data Governance Primer for Solvency II and Beyond WHITE PAPER SAS White Paper Table of Contents Introduction.... 1 When Technology Is Not Enough.... 3 Framing the Governance Program...

More information

Enterprise Information Management and Business Intelligence Initiatives at the Federal Reserve. XXXIV Meeting on Central Bank Systematization

Enterprise Information Management and Business Intelligence Initiatives at the Federal Reserve. XXXIV Meeting on Central Bank Systematization Enterprise Information Management and Business Intelligence Initiatives at the Federal Reserve Kenneth Buckley Associate Director Division of Reserve Bank Operations and Payment Systems XXXIV Meeting on

More information

Beyond Data Governance Beyond Definitions and into the Business Reality

Beyond Data Governance Beyond Definitions and into the Business Reality Beyond Data Governance Beyond Definitions and into the Business Reality About Diaku 2008 Diaku begins as a data strategy & data governance consulting firm, running large data programmes for tier 1-2 banks

More information

What s New with Informatica Data Services & PowerCenter Data Virtualization Edition

What s New with Informatica Data Services & PowerCenter Data Virtualization Edition 1 What s New with Informatica Data Services & PowerCenter Data Virtualization Edition Kevin Brady, Integration Team Lead Bonneville Power Wei Zheng, Product Management Informatica Ash Parikh, Product Marketing

More information

EXPLORING THE CAVERN OF DATA GOVERNANCE

EXPLORING THE CAVERN OF DATA GOVERNANCE EXPLORING THE CAVERN OF DATA GOVERNANCE AUGUST 2013 Darren Dadley Business Intelligence, Program Director Planning and Information Office SIBI Overview SIBI Program Methodology 2 Definitions: & Governance

More information

Business intelligence (BI) How to build successful BI strategy

Business intelligence (BI) How to build successful BI strategy Business intelligence (BI) How to build successful BI strategy Summary This paper focuses on building a BI strategy that aligns with the enterprise goals, improves knowledge management, advances business

More information

Business Intelligence. Advanced visualization. Reporting & dashboards. Mobile BI. Packaged BI

Business Intelligence. Advanced visualization. Reporting & dashboards. Mobile BI. Packaged BI Data & Analytics 1 Data & Analytics Solutions - Overview Information Management Business Intelligence Advanced Analytics Data governance Data modeling & architecture Master data management Enterprise data

More information

Supporting Your Data Management Strategy with a Phased Approach to Master Data Management WHITE PAPER

Supporting Your Data Management Strategy with a Phased Approach to Master Data Management WHITE PAPER Supporting Your Data Strategy with a Phased Approach to Master Data WHITE PAPER SAS White Paper Table of Contents Changing the Way We Think About Master Data.... 1 Master Data Consumers, the Information

More information

Business Intelligence (BI) Data Store Project Discussion / Draft Outline for Requirements Document

Business Intelligence (BI) Data Store Project Discussion / Draft Outline for Requirements Document Business Intelligence (BI) Data Store Project Discussion / Draft Outline for Requirements Document Approval Contacts Sign-off Copy Distribution (List of Names) Revision History Definitions (Organization

More information

<Insert Picture Here> Oracle Master Data Management Strategy

<Insert Picture Here> Oracle Master Data Management Strategy Oracle Master Data Management Strategy Name Title The following is intended to outline our general product direction. It is intended for information purposes only, and may not be

More information

Ganzheitliches Datenmanagement

Ganzheitliches Datenmanagement Ganzheitliches Datenmanagement für Hadoop Michael Kohs, Senior Sales Consultant @mikchaos The Problem with Big Data Projects in 2016 Relational, Mainframe Documents and Emails Data Modeler Data Scientist

More information

3/13/2008. Financial Analytics Operational Analytics Master Data Management. March 10, 2008. Looks like you ve got all the data what s the holdup?

3/13/2008. Financial Analytics Operational Analytics Master Data Management. March 10, 2008. Looks like you ve got all the data what s the holdup? Financial Analytics Operational Analytics Master Data Management Master Data Management Adam Hanson Principal, Profisee Group March 10, 2008 Looks like you ve got all the data what s the holdup? 1 MDM

More information

Master Data Stewardship & Governance

Master Data Stewardship & Governance Master Data Stewardship & Governance Jay Limburn Chief Architect - Master Data Governance & Consumption IBM Senior Technical Staff Member and Senior Inventor jay@uk.ibm.com @jaylimburn Master Data Stewardship

More information

Building for the future

Building for the future Building for the future Why predictive analytics matter now William Gaker Goals for today Growth and establishment of the people analytics field Best practices for building a people analytics function

More information

Data Governance Overview

Data Governance Overview Data Governance Overview Anthony Chalker Managing Director August 12, 2014 2:05 2:55 Session What is Data Governance? Data Governance is the specification of decision rights and an accountability framework

More information

Big Data Governance. ISACA Chapter Annual Conference Sarova Whitesands Hotel, Mombasa 29th - 31st July, 2015. Prof. Ddembe Williams KCA University

Big Data Governance. ISACA Chapter Annual Conference Sarova Whitesands Hotel, Mombasa 29th - 31st July, 2015. Prof. Ddembe Williams KCA University Big Data Governance ISACA Chapter Annual Conference Sarova Whitesands Hotel, Mombasa 29th - 31st July, 2015 Prof. Ddembe Williams KCA University Presentation Overview 1. What is Data Governance and why

More information

Westernacher Consulting

Westernacher Consulting Westernacher Consulting Innovating Business & IT Since 1969 Our Data Quality Management Methodology January 2011 2010 Westernacher I All rights reserved. I www.westernacher.com Do you know how much poor

More information

Oracle Master Data Management MDM Summit San Francisco March 25th 2007

Oracle Master Data Management MDM Summit San Francisco March 25th 2007 Oracle Master Data Management MDM Summit San Francisco March 25th 2007 Haidong Song Principal Product Strategy Manager Master Data Management Strategy 1 Agenda Master Data Management: What is it and what

More information

Enable Business Agility and Speed Empower your business with proven multidomain master data management (MDM)

Enable Business Agility and Speed Empower your business with proven multidomain master data management (MDM) Enable Business Agility and Speed Empower your business with proven multidomain master data management (MDM) Customer Viewpoint By leveraging a well-thoughtout MDM strategy, we have been able to strengthen

More information

Data Governance Primer. A PPDM Workshop. March 2015

Data Governance Primer. A PPDM Workshop. March 2015 Data Governance Primer A PPDM Workshop March 2015 Agenda - SETTING THE STAGE - DATA GOVERNANCE BASICS - METHODOLOGY - KEYS TO SUCCESS Copyright 2015 Noah Consulting LLC. All Rights Reserved. Industry Drivers

More information

Information Governance and Data Quality

Information Governance and Data Quality Stefano Mino EU Sales Leader InfoSphere Information Integration stefano.mino@it.ibm.com Information Governance and Data Quality 2012 IBM Corporation Most organizations continue to struggle about Data Increasing

More information

Washington State s Use of the IBM Data Governance Unified Process Best Practices

Washington State s Use of the IBM Data Governance Unified Process Best Practices STATS-DC 2012 Data Conference July 12, 2012 Washington State s Use of the IBM Data Governance Unified Process Best Practices Bill Huennekens Washington State Office of Superintendent of Public Instruction,

More information

Hadoop & SAS Data Loader for Hadoop

Hadoop & SAS Data Loader for Hadoop Turning Data into Value Hadoop & SAS Data Loader for Hadoop Sebastiaan Schaap Frederik Vandenberghe Agenda What s Hadoop SAS Data management: Traditional In-Database In-Memory The Hadoop analytics lifecycle

More information

Importance of Data Governance. Vincent Deeney Solutions Architect iway Software

Importance of Data Governance. Vincent Deeney Solutions Architect iway Software Importance of Data Governance Vincent Deeney Solutions Architect iway Software Some Puzzles Which way is this guy looking? Copyright 2007, Information Builders. Slide 2 Some Puzzles Copyright 2007, Information

More information

INNOVATION GROUP INNOVATION DATA MASTERY MODEL

INNOVATION GROUP INNOVATION DATA MASTERY MODEL INNOVATION GROUP INNOVATION DATA MASTERY MODEL Data Mastery is the leveraging of internal and external data (all types) to gain business insight to increase revenue, decrease expenses or improve ease of

More information

PRACTICAL CONSIDERATIONS FOR SHARING PUBLIC INFORMATION DAN FINERTY SAS CANADA. Copyr i g ht 2015, SAS Institut e Inc. All rights reser v e d.

PRACTICAL CONSIDERATIONS FOR SHARING PUBLIC INFORMATION DAN FINERTY SAS CANADA. Copyr i g ht 2015, SAS Institut e Inc. All rights reser v e d. PRACTICAL CONSIDERATIONS FOR SHARING PUBLIC INFORMATION DAN FINERTY SAS CANADA CHALLENGE RAPIDLY CHANGING LANDSCAPE Ontario Open-Government Recent Legislation 83 Privacy Act 88 Freedom of Information

More information

Proactive DATA QUALITY MANAGEMENT. Reactive DISCIPLINE. Quality is not an act, it is a habit. Aristotle PLAN CONTROL IMPROVE

Proactive DATA QUALITY MANAGEMENT. Reactive DISCIPLINE. Quality is not an act, it is a habit. Aristotle PLAN CONTROL IMPROVE DATA QUALITY MANAGEMENT DISCIPLINE Quality is not an act, it is a habit. Aristotle PLAN CONTROL IMPROVE 1 DATA QUALITY MANAGEMENT Plan Strategy & Approach Needs Assessment Goals and Objectives Program

More information

Enterprise Data Quality Dashboards and Alerts: Holistic Data Quality

Enterprise Data Quality Dashboards and Alerts: Holistic Data Quality Enterprise Data Quality Dashboards and Alerts: Holistic Data Quality Jay Zaidi Bonnie O Neil (Fannie Mae) Data Governance Winter Conference Ft. Lauderdale, Florida November 16-18, 2011 Agenda 1 Introduction

More information

www.ducenit.com Analance Data Integration Technical Whitepaper

www.ducenit.com Analance Data Integration Technical Whitepaper Analance Data Integration Technical Whitepaper Executive Summary Business Intelligence is a thriving discipline in the marvelous era of computing in which we live. It s the process of analyzing and exploring

More information

Master Data Management. Zahra Mansoori

Master Data Management. Zahra Mansoori Master Data Management Zahra Mansoori 1 1. Preference 2 A critical question arises How do you get from a thousand points of data entry to a single view of the business? We are going to answer this question

More information

wipro.com Meet the CDO and CAO - The Game Changers in the Age of Big Data

wipro.com Meet the CDO and CAO - The Game Changers in the Age of Big Data wipro.com Meet the CDO and CAO - The Game Changers in the Age of Big Data The evolution of job titles from CIO to CDO to CAO is a direct indicator of the progression of business priorities E nterprises

More information

Data Governance: The Lynchpin of Effective Information Management

Data Governance: The Lynchpin of Effective Information Management by John Walton Senior Delivery Manager, 972-679-2336 john.walton@ctg.com Data Governance: The Lynchpin of Effective Information Management Data governance refers to the organization bodies, rules, decision

More information

Real World Strategies for Migrating and Decommissioning Legacy Applications

Real World Strategies for Migrating and Decommissioning Legacy Applications Real World Strategies for Migrating and Decommissioning Legacy Applications Final Draft 2014 Sponsored by: Copyright 2014 Contoural, Inc. Introduction Historically, companies have invested millions of

More information

Monitor and Manage Your MicroStrategy BI Environment Using Enterprise Manager and Health Center

Monitor and Manage Your MicroStrategy BI Environment Using Enterprise Manager and Health Center Monitor and Manage Your MicroStrategy BI Environment Using Enterprise Manager and Health Center Presented by: Dennis Liao Sales Engineer Zach Rea Sales Engineer January 27 th, 2015 Session 4 This Session

More information

Digital Intelligence in Dubai: Current status and outlook

Digital Intelligence in Dubai: Current status and outlook Digital Intelligence in Dubai: Current status and outlook Christian Sauer, CEO Webtrekk Smartcon 2015 Dubai Leadership for a Data Driven Economy Importance of Web Analytics 27% 9% 3% 21% Very important

More information

Agile Master Data Management

Agile Master Data Management A better approach than trial and error by First San Francisco Partners 2 Common MDM initiative and benefit Customer Optimization Improve up-sell, cross-sell and customer retention Access full-customer

More information

Auto Days 2011 Predictive Analytics in Auto Finance

Auto Days 2011 Predictive Analytics in Auto Finance Auto Days 2011 Predictive Analytics in Auto Finance Vick Panwar SAS Risk Practice Copyright 2010 SAS Institute Inc. All rights reserved. Agenda Introduction Changing Risk Landscape - Key Drivers and Challenges

More information