The 2013 DATAVERSITY Snapshot Survey on Data Governance

Size: px
Start display at page:

Download "The 2013 DATAVERSITY Snapshot Survey on Data Governance"

Transcription

1 The 2013 DATAVERSITY Snapshot Survey on Data Governance PRELIMINARY RELEASE Copyright 2013, DATAVERSITY Education, LLC

2 What do these charts represent? The following charts represent the raw responses to the DATAVERSITY Multi-User Snapshot Survey on Data Governance conducted in March This preliminary distribution is being made to the nearly 250 people who responded to the survey. Additional analysis and summation will be included in future DATAVERSITY research and publications in the near future. Usage Rights All data, charts, and analysis contained in these slides and report remain the copyright of DATAVERSITY. They may be cited, quoted, and copied for noncommercial use, without royalty or fee, provided the full copyright notice is retained. Improper or illegal use may result in legal prosecution. If you are in doubt as to whether your usage is permitted, please contact Copyright 2013 DATAVERSITY Education, LLC 2

3 We Hope to See You at the DATAVERSITY & DebTech International Event: USE THIS SPECIAL COUPON CODE AND SAVE! SURVEY Register using this special coupon code and save up to $150 on registration fees. Contact x 1 or events@dataversity.net for details. Coupon expires after June 15, 2013 Copyright 2013 DATAVERSITY Education, LLC 3

4 This Survey was Sponsored By: Copyright 2013 DATAVERSITY Education, LLC 4

5 A First Glance at the Results PRELIMINARY RESULTS OF THE 2013 DATA GOVERNANCE SURVEY Copyright 2013 DATAVERSITY Education, LLC 5

6 In what areas are there existing Data Governance (or more simply stated Governance activities) taking place in your organization? Analytics and Reporting Information Security Compliance Regulatory Control Finance Legal Other (please specify) Don t know None 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% Copyright 2013 DATAVERSITY Education, LLC 6

7 What processes are already in place in your company that bode well to the application of formalized accountability (governance) through data governance and data stewardship? (check all that apply) Identification of Business Information and Data Needs Work Flow Management Associated with Project Management and Process Control Validation and Production of Data Oriented Measures and Metrics Identification and Monitoring of Regulatory, Compliance and Risk Management Needs Building of Business Element Definition and Glossary Implementation Data Issue Resolution and Data Quality Processes None Other 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% Copyright 2013 DATAVERSITY Education, LLC 7

8 What processes are not in place that would bode well for the application of formalized accountability (governance) through data governance and data stewardship? Identification of Business Information and Data Needs Work Flow Management Associated with Project Management and Process Control Validation and Production of Data Oriented Measures and Metrics Identification and Monitoring of Regulatory, Compliance and Risk Management Needs Building of Business Element Definition and Glossary Implementation Data Issue Resolution and Data Quality Processes None Other All processes are in place 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% Copyright 2013 DATAVERSITY Education, LLC 8

9 Are resources allocated for defining, implementing, and communicating about Data Governance? (Select One) No 12.0% Yes 51.4% Maybe 36.6% Copyright 2013 DATAVERSITY Education, LLC 9

10 Are there business and technical people in your organization that are recognized as being the Subject Matter Experts (SMEs) for specific data sets, information systems and packages, and where in the organization do they reside? Information Technology Distribution Research & Development Human Resources Finance Marketing Sales 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Yes No Don't Know Copyright 2013 DATAVERSITY Education, LLC 10

11 How have you identified the Data Owners and Data Stewards associated with governing data? (check all that apply) Data Owners control specific data sets and are the people Data Stewards refer to for decisions Data Owners have been "identified" and are being utilized for specific data sets Policy is used to specify Data Ownersi.e. Registrar as Student Data Owner Data Stewards have been "identified" and "recognized" but not "assigned" for specific data sets Data Stewards have been "assigned" for specific data sets We do not have Data Owners or Data Stewards identified 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% 35.0% 40.0% Copyright 2013 DATAVERSITY Education, LLC 11

12 What role did (does) a Data Governance Policy play in the early implementation of your Data Governance program? (check all that apply) Wasn't a factor in early implementation Policies will further Guidelines, Principles and Measure Dimensions of Data Governance. Policies will further Education, Knowledge and Understanding of Data Governance. Policies will assist in the sale and acceptance of the need for Data Governance 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% 35.0% 40.0% 45.0% 50.0% Copyright 2013 DATAVERSITY Education, LLC 12

13 Which of the following statements quickly and accurately describes your approach to delivering a Data Governance program? Bottom Up Focused on the Operational levels first. 28% Top Down Sr. Management supports, sponsors, understands, is active in the program. 47% Middle Out Resources dedicating time to Governance without Management support. 25% Copyright 2013 DATAVERSITY Education, LLC 13

14 What are the first steps that you took (or are taking) to define and implement your Data Governance program? (check all that apply) We started by focusing on the meta-data including Business Glossaries and Dictionaries. We started by putting the building block in place including policy, roles, processes. We defined business need, use cases and/or requirements for Data Governance. We defined best practices as our future behavior and we assessed (are assessing). 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% Copyright 2013 DATAVERSITY Education, LLC 14

15 Rank the importance of these components of starting your data governance program? (1 = Most Important, 6 = Least Important) Action Plan defining major tasks associated with the implementation of our program. Communications Plan for Executive, Strategic,Tactical and Operational program levels. Operating Model of Roles designed to fit into your organization s culture. Business Case for Data Governance as offered by the Business Areas of your company. Designation of Resources charged with defining and developing your program. Management s Support, Sponsorship and Understanding of Data Governance 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 1 = Most Important = Least Important Copyright 2013 DATAVERSITY Education, LLC 15

16 What is the most challenging issues you faced (will face) when starting your Data Governance program? (select one) Reluctance to designate decision rights Lack of allocated resources to manage and deploy the Governance solution Lack of Ownership or Leadership for the program Failure to provide funding for initiative Failure to identify effective business case Other (please specify) 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% 35.0% Copyright 2013 DATAVERSITY Education, LLC 16

17 Identify the following emerging technologies that played a role in the definition, development, and deployment of your Data Governance program. (check all that apply) Data Virtualization Business Analytics Semantic Technologies The Cloud NoSQL Big Data None 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% Copyright 2013 DATAVERSITY Education, LLC 17

18 How much of an impact has the (will the) selection and purchase of software tools had on the direction of your Data Governance program and the metadata associated with the program? A major influence on our Data Governance program, 21.5% No impact or influence in the development of our Data Governance program, 46.6% Played a role in the implementation but was not a major factor., 31.9% Copyright 2013 DATAVERSITY Education, LLC 18

19 What types of software products do you use? (check all that apply) Workflow Management Tools Metadata Repository Tools ERP Suite of Tools Data Quality Tools Data Movement (ETL) Tools Data Modeling Tools Data Mining Tools Business Intelligence Tool Sets Business Analytics / Reporting Tools Other None 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% 80.0% 90.0% Copyright 2013 DATAVERSITY Education, LLC 19

20 Regarding Senior Management, what level of understanding do they have? They understand and are playing an active role in the Data Governance program. They understand, support and sponsor the activities of the Data Governance program. They understand the value of Data Governance, but they are afraid of pulling the trigger. They understand Governance, but are concerned with cost, interference with existing activities. They know that Data Governance is important and that other organizations are doing it. They are uncertain as to the value of Data Governance for their organization. 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% Copyright 2013 DATAVERSITY Education, LLC 20

21 Are (were) there competing internal governance-related priorities going on in your organizational when you are starting your Data Governance program? No, there are not any other governance-related priorities that we know of., 30.9% Yes, there are other priorities competing for the use of stewards and resources time., 59.3% Yes, there are other priorities that we are aware of but not competing for time., 9.9% Copyright 2013 DATAVERSITY Education, LLC 21

22 Are (were) you aware of competing organizations with governance-related activities and did this have any impact on your organizations decision to start your Data Governance program? Yes, we are aware of competing organizations focused on Data Governance., 30.1% No, we are not aware competing organizations are focusing on Governance priorities., 55.2% Yes, we are aware that competing organizations (unknown) focus on Governance, 14.7% Copyright 2013 DATAVERSITY Education, LLC 22

23 Who took the Survey? SURVEY TAKER DEMOGRAPHICS Copyright 2013 DATAVERSITY Education, LLC 23

24 What is your Job Function? Software or System Vendor IT Management Marketing and/or market research Corporate research and/or library Documents and/or records management Information/Data Governance Business intelligence and/or analytics Data and/or information architecture Application Development Content and/or digital asset management Finance management and/or reporting Executive Management Other (please specify) 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% Copyright 2013 DATAVERSITY Education, LLC 24

25 What industry are you in? Utilities Transportation Telecommunications Technology Shipping Retail Recreation Other Not for Profit Media Manufacturing Machinery Insurance Hospitality Healthcare Government Food & Beverage Finance Environmental Entertainment Engineering Energy Electronics Education Consulting Construction Communications Chemicals Biotechnology Banking Apparel Agriculture 0.0% 2.0% 4.0% 6.0% 8.0% 10.0% 12.0% 14.0% 16.0% 18.0% Copyright 2013 DATAVERSITY Education, LLC 25

26 Number of employees in your company Over 50,000, 21.3% Less than 10, 4.6% , 5.6% 100 1,000, 13.0% 10,000 50,000, 20.8% 1,000 5,000, 19.0% 5,000 10,000, 15.7% Copyright 2013 DATAVERSITY Education, LLC 26

27 Copyright 2013 DATAVERSITY Education, LLC 27

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

The 2012 Data Informed Analytics and Data Survey

The 2012 Data Informed Analytics and Data Survey The 2012 Data Informed Analytics and Data Survey Table of Contents Page 2: Page 2: Page 4: Page 21: Page 36: Page 39 Introduction Who Responded? What They Want to Know What They Don t Understand Managing

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

The Role of the BI Competency Center in Maximizing Organizational Performance

The Role of the BI Competency Center in Maximizing Organizational Performance The Role of the BI Competency Center in Maximizing Organizational Performance Gloria J. Miller Dr. Andreas Eckert MaxMetrics GmbH October 16, 2008 Topics The Role of the BI Competency Center Responsibilites

More information

Business Architecture A Balance of Approaches to Implementation. Business Architecture Innovation Summit June 2013 Presenter: Andrew Sommers

Business Architecture A Balance of Approaches to Implementation. Business Architecture Innovation Summit June 2013 Presenter: Andrew Sommers Business Architecture A Balance of Approaches to Implementation Business Architecture Innovation Summit June 2013 Presenter: Andrew Sommers Implementing Business Architecture at Capital Group Positioning

More information

Enterprise Data Management

Enterprise Data Management Enterprise Data Management - The Why/How/Who - The business leader s role in data management Maria Villar, Managing Partner Business Data Leadership Introduction Good Data is necessary for all business

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

Information Architecture at the Enterprise Level Results of the 2013 DATAVERSITY Survey

Information Architecture at the Enterprise Level Results of the 2013 DATAVERSITY Survey Information Architecture at the Enterprise Level Results of the 2013 DATAVERSITY Survey David Loshin Knowledge Integrity, Inc. Methodology 28 questions divided into General demographics Current and future

More information

Business Intelligence for the Chief Data Officer

Business Intelligence for the Chief Data Officer Aug 20, 2014 DAMA - CHICAGO Business Intelligence for the Chief Data Officer Don Soulsby Sandhill Consultants Who we are: Sandhill Consultants Sandhill is a global company servicing the data, process modeling

More information

Business Data Authority: A data organization for strategic advantage

Business Data Authority: A data organization for strategic advantage Business Data Authority: A data organization for strategic advantage Collibra Data Governance Software Company Reference Customers Business Data Growth and Challenge TREND Exploding volume, velocity and

More information

Big Data and Big Data Governance

Big Data and Big Data Governance The First Step in Information Big Data and Big Data Governance Kelle O Neal kelle@firstsanfranciscopartners.com 15-25- 9661 @1stsanfrancisco www.firstsanfranciscopartners.com Table of Contents Big Data

More information

Universal Service Administrative Company (USAC) Request for Information (RFI) for Data Governance Software, Training and Support

Universal Service Administrative Company (USAC) Request for Information (RFI) for Data Governance Software, Training and Support RFI Number: USAC-IT-2016-03-009-RFI Universal Service Administrative Company (USAC) Request for Information (RFI) for Data Governance Software, Training and Support Title: Data Governance Software, Training

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 Business in Business Intelligence. Bryan Eargle Database Development and Administration IT Services Division

The Business in Business Intelligence. Bryan Eargle Database Development and Administration IT Services Division The Business in Business Intelligence Bryan Eargle Database Development and Administration IT Services Division Defining Business Intelligence (BI) Agenda Goals Identify data assets Transform data and

More information

... Foreword... 17. ... Preface... 19

... Foreword... 17. ... Preface... 19 ... Foreword... 17... Preface... 19 PART I... SAP's Enterprise Information Management Strategy and Portfolio... 25 1... Introducing Enterprise Information Management... 27 1.1... Defining Enterprise Information

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

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

Medicaid Enterprise Data Governance Approach. MESConference August 21, 2012 Rashmi Menon, Deloitte Consulting LLP

Medicaid Enterprise Data Governance Approach. MESConference August 21, 2012 Rashmi Menon, Deloitte Consulting LLP Medicaid Enterprise Data Governance Approach MESConference August 21, 2012 Rashmi Menon, Deloitte Consulting LLP Agenda Session Objectives Common Barriers and Key Benefits to Data Governance A Framework

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

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

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

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

Oracle BI Applications. Can we make it worth the Purchase?

Oracle BI Applications. Can we make it worth the Purchase? Oracle BI Applications Can we make it worth the Purchase? Introduction Oracle Gold partner én Specialized Partner CRM On Demand, Oracle BI Applications. Oracle Business Solution partner Oracle s Siebel

More information

Information Governance Workshop. David Zanotta, Ph.D. Vice President, Global Data Management & Governance - PMO

Information Governance Workshop. David Zanotta, Ph.D. Vice President, Global Data Management & Governance - PMO Information Governance Workshop David Zanotta, Ph.D. Vice President, Global Data Management & Governance - PMO Recognition of Information Governance in Industry Research firms have begun to recognize the

More information

Data Governance 8 Steps to Success

Data Governance 8 Steps to Success Data Governance 8 Steps to Success Anne Marie Smith, Ph.D. Principal Consultant Asmith @ alabamayankeesystems.com http://www.alabamayankeesystems.com 1 Instructor Background Internationally recognized

More information

Connect and Protect: The Importance Of Security And Identity Access Management For Connected Devices

Connect and Protect: The Importance Of Security And Identity Access Management For Connected Devices A Forrester Consulting Thought Leadership Paper Commissioned By Xively By LogMeIn August 2015 Connect and Protect: The Importance Of Security And Identity Access Management For Connected Devices Table

More information

DATA TRANSPARENCY TOWN HALL MEETING

DATA TRANSPARENCY TOWN HALL MEETING DATA TRANSPARENCY TOWN HALL MEETING September 26, 2014 richard.harmison@teradata.com gindy.feeser@teradata.com A Question How much financial data does the US Government have? 2 Teradata Confidential 3

More information

CrossPoint for Managed Collaboration and Data Quality Analytics

CrossPoint for Managed Collaboration and Data Quality Analytics CrossPoint for Managed Collaboration and Data Quality Analytics Share and collaborate on healthcare files. Improve transparency with data quality and archival analytics. Ajilitee 2012 Smarter collaboration

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

Data Integrity and Integration: How it can compliment your WebFOCUS project. Vincent Deeney Solutions Architect

Data Integrity and Integration: How it can compliment your WebFOCUS project. Vincent Deeney Solutions Architect Data Integrity and Integration: How it can compliment your WebFOCUS project Vincent Deeney Solutions Architect 1 After Lunch Brain Teaser This is a Data Quality Problem! 2 Problem defining a Member How

More information

Master Data Management Architecture

Master Data Management Architecture Master Data Management Architecture Version Draft 1.0 TRIM file number - Short description Relevant to Authority Responsible officer Responsible office Date introduced April 2012 Date(s) modified Describes

More information

Dashboards as a management tool to monitoring the strategy. Carlos González (IAT) 19th November 2014, Valencia (Spain)

Dashboards as a management tool to monitoring the strategy. Carlos González (IAT) 19th November 2014, Valencia (Spain) Dashboards as a management tool to monitoring the strategy Carlos González (IAT) 19th November 2014, Valencia (Spain) Definitions Strategy Management Tool Monitoring Dashboard Definitions STRATEGY From

More information

"Why Didn't We Do It Sooner?" Deployment of a New BI Solution at The Pain Center of Arizona

Why Didn't We Do It Sooner? Deployment of a New BI Solution at The Pain Center of Arizona Buyer Case Study "Why Didn't We Do It Sooner?" Deployment of a New BI Solution at The Pain Center of Arizona Dan Vesset IDC OPINION Investment in analytics, business intelligence, and big data technologies

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

MarketsandMarkets. http://www.marketresearch.com/marketsandmarkets-v3719/ Publisher Sample

MarketsandMarkets. http://www.marketresearch.com/marketsandmarkets-v3719/ Publisher Sample MarketsandMarkets http://www.marketresearch.com/marketsandmarkets-v3719/ Publisher Sample Phone: 800.298.5699 (US) or +1.240.747.3093 or +1.240.747.3093 (Int'l) Hours: Monday - Thursday: 5:30am - 6:30pm

More information

Corralling Data for Business Insights. The difference data relationship management can make. Part of the Rolta Managed Services Series

Corralling Data for Business Insights. The difference data relationship management can make. Part of the Rolta Managed Services Series Corralling Data for Business Insights The difference data relationship management can make Part of the Rolta Managed Services Series Data Relationship Management Data inconsistencies plague many organizations.

More information

Is Your Company Ready for a Big Data Breach? Sponsored by Experian Data Breach Resolution

Is Your Company Ready for a Big Data Breach? Sponsored by Experian Data Breach Resolution Is Your Company Ready for a Big Data Breach? Sponsored by Experian Data Breach Resolution Independently conducted by Ponemon Institute LLC Publication Date: April 2013 Ponemon Institute Research Report

More information

Business Intelligence for Healthcare Benefits

Business Intelligence for Healthcare Benefits Business Intelligence for Healthcare Benefits A whitepaper with technical details on the value of using advanced data analytics to reduce the cost of healthcare benefits for self-insured companies. Business

More information

Master Data Management

Master Data Management Master Data Management Managing Data as an Asset By Bandish Gupta Consultant CIBER Global Enterprise Integration Practice Abstract: Organizations used to depend on business practices to differentiate them

More information

OpenText Media Management Audit Module FAQ

OpenText Media Management Audit Module FAQ OpenText Media Management Audit Module FAQ Collect valuable metrics, analytics, and information about your OpenText Media Management system Introduction Audit capability is a must-have for next-generation

More information

Cloud-based Business Intelligence A Market Study

Cloud-based Business Intelligence A Market Study Cloud-based Business Intelligence A Market Study February 2012 Table of Contents Copyright... 3 About The Authors... 4 About The Survey... 5 Executive Summary... 6 Overview... 7 What Is Cloud Computing?...

More information

How To Manage It Asset Management On Peoplesoft.Com

How To Manage It Asset Management On Peoplesoft.Com PEOPLESOFT IT ASSET MANAGEMENT KEY BENEFITS Streamline the IT Asset Lifecycle Ensure IT and Corporate Compliance Enterprise-Wide Integration Oracle s PeopleSoft IT Asset Management streamlines and automates

More information

BIG DATA KICK START. Troy Christensen December 2013

BIG DATA KICK START. Troy Christensen December 2013 BIG DATA KICK START Troy Christensen December 2013 Big Data Roadmap 1 Define the Target Operating Model 2 Develop Implementation Scope and Approach 3 Progress Key Data Management Capabilities 4 Transition

More information

How Big Data Transforms Data Protection and Storage

How Big Data Transforms Data Protection and Storage I D C E X E C U T I V E B R I E F How Big Data Transforms Data Protection and Storage August 2012 Written by Carla Arend Sponsored by CommVault Introduction: How Big Data Transforms Storage Omøgade 8 P.O.Box

More information

An RCG White Paper The Data Governance Maturity Model

An RCG White Paper The Data Governance Maturity Model The Dataa Governance Maturity Model This document is the copyrighted and intellectual property of RCG Global Services (RCG). All rights of use and reproduction are reserved by RCG and any use in full requires

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

Metadata Repositories in Health Care. Discussion Paper

Metadata Repositories in Health Care. Discussion Paper Health Care and Informatics Review Online, 2008, 12(3), pp 37-44, Published online at www.hinz.org.nz ISSN 1174-3379 Metadata Repositories in Health Care Discussion Paper Dr Karolyn Kerr karolynkerr@hotmail.com

More information

Salesforce Certified Data Architecture and Management Designer. Study Guide. Summer 16 TRAINING & CERTIFICATION

Salesforce Certified Data Architecture and Management Designer. Study Guide. Summer 16 TRAINING & CERTIFICATION Salesforce Certified Data Architecture and Management Designer Study Guide Summer 16 Contents SECTION 1. PURPOSE OF THIS STUDY GUIDE... 2 SECTION 2. ABOUT THE SALESFORCE CERTIFIED DATA ARCHITECTURE AND

More information

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

Fall 2014 Data Center Users Group Survey Results October 2014

Fall 2014 Data Center Users Group Survey Results October 2014 Fall 04 Data Center Users Group Survey Results October 04 The Data Center Users Group (DCUG) is a collection of influential data center, IT and facility managers formed by Emerson Network Power. Founded

More information

Master Data Management and Data Governance Second Edition

Master Data Management and Data Governance Second Edition Master Data Management and Data Governance Second Edition Alex Berson Larry Dubov Mc Grauu Hill New York Chicago San Francisco Lisbon London Madrid Mexico City Milan New Delhi San Juan Seoul Singapore

More information

How can different parties partner together to work towards a

How can different parties partner together to work towards a Preparing for Big Data Improved operational performance, increased coordination of care, and reduced medical error only begin to scratch the surface of what big data has to offer in an age of advancing

More information

Request for Information Page 1 of 9 Data Management Applications & Services

Request for Information Page 1 of 9 Data Management Applications & Services Request for Information Page 1 of 9 Data Management Implementation Analysis and Recommendations About MD Anderson M. D. Anderson is a component of the University of Texas System and was created by the

More information

The Power Of Real-Time Insight How Better Visibility, Data Analytics, And Reporting Can Optimize Your T&E Spend

The Power Of Real-Time Insight How Better Visibility, Data Analytics, And Reporting Can Optimize Your T&E Spend A Forrester Consulting Thought Leadership Paper Commissioned By Concur May 2014 The Power Of Real-Time Insight How Better Visibility, Data Analytics, And Reporting Can Optimize Your T&E Spend Table Of

More information

Management of HR Systems. 4 th Australian HR Technology Report

Management of HR Systems. 4 th Australian HR Technology Report Management of HR Systems 4 th Australian HR Technology Report management of HR systems Introduction Welcome. The Australian HR Technology Report is a study commissioned by Navigo Research, a research and

More information

DATA GOVERNANCE AND INSTITUTIONAL BUSINESS INTELLIGENCE WORKSHOP

DATA GOVERNANCE AND INSTITUTIONAL BUSINESS INTELLIGENCE WORKSHOP NERCOM, Wesleyan University DATA GOVERNANCE AND INSTITUTIONAL BUSINESS INTELLIGENCE WORKSHOP ORA FISH, EXECUTIVE DIRECTOR PROGRAM SERVICES OFFICE NEW YORK UNIVERSITY Data Governance Personal Journey Two

More information

How to avoid building a data swamp

How to avoid building a data swamp How to avoid building a data swamp Case studies in Hadoop data management and governance Mark Donsky, Product Management, Cloudera Naren Korenu, Engineering, Cloudera 1 Abstract DELETE How can you make

More information

Cloud Security: Getting It Right

Cloud Security: Getting It Right Cloud Security: Getting It Right Sponsored by Armor Independently conducted by Ponemon Institute LLC Publication Date: October 2015 Ponemon Institute Research Report Cloud Security: Getting It Right Ponemon

More information

Perspective: Cloud Solutions and Deployment for Healthcare Payers in 2014

Perspective: Cloud Solutions and Deployment for Healthcare Payers in 2014 Perspective Perspective: Cloud Solutions and Deployment for Healthcare Payers in 2014 Lynne A. Dunbrack Judy Hanover IN THIS PERSPECTIVE This IDC Health Insights Perspective examines the current status

More information

OLAP Theory-English version

OLAP Theory-English version OLAP Theory-English version On-Line Analytical processing (Business Intelligence) [Ing.J.Skorkovský,CSc.] Department of corporate economy Agenda The Market Why OLAP (On-Line-Analytic-Processing Introduction

More information

Essential Elements of a Master Data Management Architecture

Essential Elements of a Master Data Management Architecture Essential Elements of a Master Data Management Architecture ABSTRACT Building master data management (MDM) into an IT infrastructure is not as simple as buying a product and plugging it in. Rather, selecting

More information

Is Your Company Ready for a Big Data Breach? Sponsored by Experian Data Breach Resolution

Is Your Company Ready for a Big Data Breach? Sponsored by Experian Data Breach Resolution Is Your Company Ready for a Big Data Breach? Sponsored by Experian Data Breach Resolution Independently conducted by Ponemon Institute LLC Publication Date: March 2013 Ponemon Institute Research Report

More information

Data Governance. David Loshin Knowledge Integrity, inc. www.knowledge-integrity.com (301) 754-6350

Data Governance. David Loshin Knowledge Integrity, inc. www.knowledge-integrity.com (301) 754-6350 Data Governance David Loshin Knowledge Integrity, inc. www.knowledge-integrity.com (301) 754-6350 Risk and Governance Objectives of Governance: Identify explicit and hidden risks associated with data expectations

More information

PEOPLESOFT IT ASSET MANAGEMENT

PEOPLESOFT IT ASSET MANAGEMENT PEOPLESOFT IT ASSET MANAGEMENT K E Y B E N E F I T S Streamline the IT Asset Lifecycle Ensure IT and Corporate Compliance Enterprise-Wide Integration P E O P L E S O F T F I N A N C I A L M A N A G E M

More information

Salesforce CRM Getting Started Workbook

Salesforce CRM Getting Started Workbook W HITEPAPER WORKBOOK Salesforce CRM Getting Started Workbook WORK Contents Welcome to Salesforce CRM... 3 Build Your Team... 4 Define Your Vision... 5 Set Your Goals... 6 Document Your Pain Points... 6

More information

Administrative Systems Modernization Program ASMP 2.0. Town Hall April 1, 2014

Administrative Systems Modernization Program ASMP 2.0. Town Hall April 1, 2014 Administrative Systems Modernization Program ASMP 2.0 Town Hall April 1, 2014 It all started 2006 Core Application Strategy for the Enterprise (CASE) 2009 Strategic IT Accountability Board (SITAB) Report

More information

CRM. Best Practice Webinar. Next generation CRM for enhanced customer journeys: from leads to loyalty

CRM. Best Practice Webinar. Next generation CRM for enhanced customer journeys: from leads to loyalty CRM Best Practice Webinar Next generation CRM for enhanced customer journeys: from leads to loyalty Featured guest speaker Leslie Ament SVP Research and Principal Analyst at Hypatia Research Group and

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

Annual CIO Survey. www.version1.com/expo15

Annual CIO Survey. www.version1.com/expo15 Annual CIO Survey www.version1.com/expo15 Survey Respondents Industry Organisation Size 40% 12% 35% 13% 23% 43% Government / Public Sector Utilities Financial Services Corporate / Commercial 30% 25% 20%

More information

Salesforce CRM Getting Started Workbook

Salesforce CRM Getting Started Workbook Salesforce CRM Getting Started Workbook Contents CONTENTS... 1 WELCOME TO SALESFORCE CRM... 1 BUILD YOUR TEAM... 2 DEFINE YOUR VISION... 3 SET YOUR GOALS... 4 DOCUMENT YOUR PAIN POINTS... 4 CLARIFY YOUR

More information

Publishing Stories to Lumira Cloud

Publishing Stories to Lumira Cloud Publishing Stories to Lumira Cloud The latest release of SAP Lumira and Lumira Cloud includes the ability to publish stories designed in Lumira (or Predictive Analysis) to Lumira Cloud. Today s blog shows

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

Four Approaches to Healthcare Enterprise Analytics. Herb Smaltz, Ph.D., FHIMSS, FACHE Chairman & Founder Health Care DataWorks

Four Approaches to Healthcare Enterprise Analytics. Herb Smaltz, Ph.D., FHIMSS, FACHE Chairman & Founder Health Care DataWorks 1 Four Approaches to Healthcare Enterprise Analytics Herb Smaltz, Ph.D., FHIMSS, FACHE Chairman & Founder Health Care DataWorks 4 Options (plus a myriad of hybrid approaches) 1. Leverage Core Vendors EMR

More information

Data Governance for Master Data Management and Beyond

Data Governance for Master Data Management and Beyond Data Governance for Master Data Management and Beyond A White Paper by David Loshin WHITE PAPER Table of Contents Aligning Information Objectives with the Business Strategy.... 1 Clarifying the Information

More information

The Way to SOA Concept, Architectural Components and Organization

The Way to SOA Concept, Architectural Components and Organization The Way to SOA Concept, Architectural Components and Organization Eric Scholz Director Product Management Software AG Seite 1 Goals of business and IT Business Goals Increase business agility Support new

More information

Integrating SAP and non-sap data for comprehensive Business Intelligence

Integrating SAP and non-sap data for comprehensive Business Intelligence WHITE PAPER Integrating SAP and non-sap data for comprehensive Business Intelligence www.barc.de/en Business Application Research Center 2 Integrating SAP and non-sap data Authors Timm Grosser Senior Analyst

More information

Data Warehousing and Data Mining

Data Warehousing and Data Mining Data Warehousing and Data Mining Part I: Data Warehousing Gao Cong gaocong@cs.aau.dk Slides adapted from Man Lung Yiu and Torben Bach Pedersen Course Structure Business intelligence: Extract knowledge

More information

Service Availability Metrics

Service Availability Metrics 2014 Service Availability Benchmark Survey Published by Executive Summary This benchmark survey presents service availability metrics that allow IT infrastructure, business continuity, and disaster recovery

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

A Holistic Framework for Enterprise Data Management DAMA NCR

A Holistic Framework for Enterprise Data Management DAMA NCR A Holistic Framework for Enterprise Data Management DAMA NCR Deborah L. Brooks March 13, 2007 Agenda What is Enterprise Data Management? Why an EDM Framework? EDM High-Level Framework EDM Framework Components

More information

CRMP Customer Relationship Management Professional Certification Application Form

CRMP Customer Relationship Management Professional Certification Application Form Step 1: Student Information Please complete all fields: 1 Please select & mark with X. SEX: Male Female Mr. Ms. Mrs. Dr. Prof. 2 *Date Of Birth: DAY/MONTH/YEAR 3 Your name is exactly what will appear on

More information

Business Analytics and Big Data. Computerworld March 2012 Survey Results

Business Analytics and Big Data. Computerworld March 2012 Survey Results Business Analytics and Big Data Computerworld March 2012 Survey Results Purpose & Methodology Survey Sample Survey Method Field Work 1/24/12-2/21/12 Audience Base Computerworld Online Collection Number

More information

IBM Analytics Make sense of your data

IBM Analytics Make sense of your data Using metadata to understand data in a hybrid environment Table of contents 3 The four pillars 4 7 Trusting your information: A business requirement 7 9 Helping business and IT talk the same language 10

More information

Is Your Company Ready for a Big Data Breach?

Is Your Company Ready for a Big Data Breach? Is Your Company Ready for a Big Data Breach? The Second Annual Study on Data Breach Preparedness Sponsored by Experian Data Breach Resolution Independently conducted by Ponemon Institute LLC Publication

More information

ADVANCED MANAGEMENT PROGRAM

ADVANCED MANAGEMENT PROGRAM ADVANCED MANAGEMENT PROGRAM APPLICATION FOR ADMISSION PLEASE SPECIFY SESSION DATE: Please answer all questions. This application must be fully completed and signed, and the Sponsoring Statement must be

More information

Why is Master Data Management getting both Business and IT Attention in Today s Challenging Economic Environment?

Why is Master Data Management getting both Business and IT Attention in Today s Challenging Economic Environment? Why is Master Data Management getting both Business and IT Attention in Today s Challenging Economic Environment? How Can You Gear-up For Your MDM initiative? Tamer Chavusholu, Enterprise Solutions Practice

More information

How Global Data Management (GDM) within J&J Pharma is SAVE'ing its Data. Craig Pusczko & Chris Henderson

How Global Data Management (GDM) within J&J Pharma is SAVE'ing its Data. Craig Pusczko & Chris Henderson How Global Data Management (GDM) within J&J Pharma is SAVE'ing its Data Craig Pusczko & Chris Henderson Abstract See how J&J Pharma organizational alignment drove the evolution of Global Data Management

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

Data Governance Demystified - Lessons From The Trenches

Data Governance Demystified - Lessons From The Trenches Introduction Data Governance Demystified - Lessons From The Trenches Jay Zaidi, PMP December 11, 2011 Data Governance is gaining importance lately, due to a renewed focus on regulatory compliance and risk

More information

Data Maturity Survey in Financial Services

Data Maturity Survey in Financial Services Percent of Responses Data Maturity Survey in Financial Services June 29, 2015 Executive Summary PanoVista.co LLC is conducting a high level, indicative survey regarding the maturity and future state of

More information

DATA QUALITY FRAMEWORK (DQF) GRIFFITH UNIVERSITY. Prepared by Catherine Delahunty and Wendy Marchment, QPS

DATA QUALITY FRAMEWORK (DQF) GRIFFITH UNIVERSITY. Prepared by Catherine Delahunty and Wendy Marchment, QPS DATA QUALITY FRAMEWORK (DQF) GRIFFITH UNIVERSITY Prepared by Catherine Delahunty and Wendy Marchment, QPS Griffith University - Data Quality Framework (DQF) 2 Table of Contents 1 Introduction... 3 2 Organisational

More information

CORPORATE LEVEL STRATEGY

CORPORATE LEVEL STRATEGY CORPORATE LEVEL STRATEGY APPLICATION FOR ADMISSION PLEASE SPECIFY SESSION DATE: Please answer all questions and type or print legibly. This application must be fully completed and signed before review

More information

AppDynamics Fall 14' Release: Revolutionizing APM! p r e s e n t e d b y :

AppDynamics Fall 14' Release: Revolutionizing APM! p r e s e n t e d b y : AppDynamics Fall 14' Release: Revolutionizing APM! p r e s e n t e d b y : Bill AppDynamics Hayden Fall &'14 Marcus Release: Revolutionizing Sarmento APM! Orasi Software at a Glance Corporate Overview

More information

Cloud Storage Adoption Trends, Barriers and Expectations A Survey

Cloud Storage Adoption Trends, Barriers and Expectations A Survey Cloud Storage Adoption Trends, Barriers and Expectations A Survey 1362 Borregas Ave Sunnyvale, CA 94089 USA Tel 877-GO-ZETTA or 650-590-0950 www.zetta.net SVY1 (Jan 2010) Contents Cloud Storage Survey

More information

How To Get A Job At Harvard Business School

How To Get A Job At Harvard Business School PROGRAM FOR LEADERSHIP DEVELOPMENT APPLICATION FOR ADMISSION PLEASE SPECIFY SESSION DATE: Please answer all questions. This application must be fully completed and signed, and the Sponsoring Statement

More information

STRATEGIES FOR SUSTAINABLE FOOD & BEVERAGE PROCESSING

STRATEGIES FOR SUSTAINABLE FOOD & BEVERAGE PROCESSING WHITE PAPER STRATEGIES FOR SUSTAINABLE FOOD & BEVERAGE PROCESSING BY CRAIG GUNTHER CONTENTS Introduction 2 Going Green: Beyond the Marketing 2 Business Intelligence Creates a Competitive Advantage 3 Aligning

More information

MarketsandMarkets. http://www.marketresearch.com/marketsandmarkets-v3719/ Publisher Sample

MarketsandMarkets. http://www.marketresearch.com/marketsandmarkets-v3719/ Publisher Sample MarketsandMarkets http://www.marketresearch.com/marketsandmarkets-v3719/ Publisher Sample Phone: 800.298.5699 (US) or +1.240.747.3093 or +1.240.747.3093 (Int'l) Hours: Monday - Thursday: 5:30am - 6:30pm

More information

Renewing Our Value: The Library s Role with Online Faculty Evaluations

Renewing Our Value: The Library s Role with Online Faculty Evaluations Renewing Our Value: The Library s Role with Online Faculty Evaluations Maliaca Oxnam and Kimberly Chapman Annual evaluation processes for faculty are not new to most college and university campuses; however,

More information

HIGH POTENTIALS LEADERSHIP PROGRAM

HIGH POTENTIALS LEADERSHIP PROGRAM HIGH POTENTIALS LEADERSHIP PROGRAM APPLICATION FOR ADMISSION PLEASE SPECIFY SESSION DATE: Please answer all questions and type or print legibly. Application must be fully completed and signed and the Sponsoring

More information

Information Governance

Information Governance Information Governance Michael Goul Professor and Chair Department of Information Systems W. P. Carey School of Business, Arizona State University 05.22.2013 Arizona Digital Government Summit Agenda Some

More information