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

Size: px
Start display at page:

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

Transcription

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

2 Intros - Name - Interest / Challenge - Role

3 Data Governance is a Business Function Data governance should be managed as a business function, no different than Corporate Finance or Human Resources

4 Corporate Finance CHARTERED TO PROTECT AND OPTIMIZE BUSINESS VALUE DERIVED FROM: FINANCIAL assets ENABLED THROUGH EFFECTIVE USE OF TECHNOLOGY: e.g., ERP, Spreadsheets, FP&A tools, BI/DW Human Resources Data Governance PEOPLE assets DATA assets e.g., HRMS, performance mgmt, recruiting apps e.g., Data integration, DQ, MDM, ILM, data security, BI/analytics

5 Data Governance Maturity Stages IT-driven Business-driven 0: Unaware Minimal focus on data quality or security. Data not prioritized in any meaningful, actionable way. Zero measurement. No activity Fragmented IT efficiency and compliance 1: Initial Primarily grassroots driven by a few passionate individuals. Implement ad hoc rules, policies and/or standards as functional requirements into IT project. Measured primarily on success of technology release. Ad hoc Risk reduction, cost controls, & business efficiencies 2: Repeatable Still grassroots but moving up to an EA or IT management level. Documented IT governance and EA standards driving metadata reuse and improved collaboration across IT projects. Measured primarily on improved IT efficiencies. Pilot Greater compliance, Efficiency, and support for revenue growth 3: Defined Begins more topdown sponsorship, but primarily senior IT. Adopt competency centers and centers of excellence (e.g., ICC; BICoE). IT-led, but business involved. Primary measured on operational metrics and SLAs. Project Strategic differentiation 4: Managed Data governance program sponsored by business leaders. Initiated as part of a broader strategic enterprise information management program. DG lives through multi-phase, multiyear efforts but measured based on success of program. Program. 5: Optimized Top executive/boardlevel sponsorship and support. Data governance embraced as a self-sustaining core business function managing data as a corporate asset. Measured on total impact to the business, not just confined to specific programs or strategies. Function Holistic

6 Data Governance Maturity Benchmarks Source: GovernYourData.com

7 Informatica Data Governance Maturity Assessment Tool: Assess and Benchmark Your Current State Reality

8 Data Governance is not and should Never have been About the Data the vision must be to improve the business processes, decisions and interactions trusted, secure data enables!

9 Identify candidate business opportunities 1. What are the top business imperatives as defined by your most senior leadership? 2. What organizational business processes, decisions and stakeholder (e.g., customer, partner, employee) interactions are most important in support of these top imperatives? 3. What data and applications are used to support those processes, decisions and interactions? Data Scope thousands of relevant data items to dozens or hundreds of critical

10 Use Discovery Processes to prioritize roadmap 4. What upstream people, systems, and processes create, capture, and update that data? 5. What is the business end user s level of confidence in the security and trustworthiness of that data? Data Repeat process and reassess priorities ongoing (quarterly or bi-annually at minimum)

11 Many business opportunities can drive data governance Revenue growth Market share growth Product portfolio growth horizontal and/or vertical Footprint growth

12 Many business opportunities can drive data governance Reduced/optimized spending Cost savings Improved efficiencies

13 Many business opportunities can drive data governance Business transformation Optimal customer experience Optimized supply chain

14 Many business opportunities can drive data governance Compliance risk Information Security/Privacy Avoidance of & defense from illegal activities Contractual risk

15 Welcome To GovernYourData.com

16 Business Opportunity Prioritization Top 10 business opportunities # Business Opportunity Name 1 Reduce ediscovery risk 2 Improve customer satisfaction scores 3 Improve call center efficiency 4 Improve financial reporting 5 Optimize supply chain 6 Reduce global data sync (GDSN) failures 7 Improve upsell/cross-sell 8 Introduce new mobile ecommerce channel 9 Accelerate acquisition integration 10 Improve sales territory alignment process Business Value Business Opportunity Name Consider Prioritize Ignore Experiment High <--- Investment & Effort ---> Low 0.00

17 Holistic Data Governance and Stewardship Senior Executive Driven Holistic Data Governance Holistic Data Stewardship Front-Line Business And IT Enabled

18 Holistic Data Governance Roles and Dependencies Operations Optimization Governance Council Data Stewardship Operational Implementation Head of Data Governance, Governance Council, Governance Board Policy setting Enterprise Data Steward, Data Analyst, IT Analyst, Business Analyst Policy enforcement IT Custodian, Data Owner, Data Custodian, Application Manager, Business Application User Policy execution and automation Policy design, policy library, policy performance, policy audit & history Metadata, glossary, workflow, knowledge base, audit, history Quality, monitoring, reuse, scalability, data entry, remediation Policy Optimization

19 Data Governance Roles and Responsibilities Drive X-functional: Prioritization Resource allocation Approvals Broader funding Enforce collaboration Steering Committee Facilitation Communication Measurement Escalation Business case Data Governance Leader/Driver Vision Evangelism Funding Remove barriers Executive Sponsor(s) Analysis Definition Business/IT liaisons Education Ensure compliance Mitigation Business and IT Stewards

20 Data Governance Model Example Executive Steering Committee Approves Policies and Processes Issue Resolution Tactical Strategic Executive Executive Steering Committee Data Governance Council Selected topics, issues roll up to a higher level Data Governance Council Develops vision and mission Resolves Issues Monitors compliance and performance Promotes cross-domain data governance Drives continuous improvement with policies and processes Ensures sustain activities occur within domains Operational Work Group Operational Work Group Initiates quality audits Monitors audits Identifies issues Monitors compliance Delivers training 2015 Informatica. Proprietary and Confidential

21 Data Governance Process Stages Discover Data discovery Data profiling Data inventories Process inventories CRUD analysis Capabilities assessment Measure and Monitor Proactive monitoring Operational dashboards Reactive operational DQ audits Dashboard monitoring/audits Data lineage analysis Program performance Collaborate Business value/roi IT Business Define Business glossary creation Data classifications Data relationships Reference data Business rules Data governance policies Other dependent policies Key Performance Indicators Apply Automated rules Manual rules End to end workflows Business/IT collaboration

22 Sample Key Performance Indicators KPI Name KPI Type KPI Description Level of DG program influence DG interactions Issue resolution External validation Program effectiveness Program effectiveness Program effectiveness Program effectiveness # of lines of business, functional areas, system areas, project teams and other parts of org that have committed stewardship resources or sponsorship Capture all types of value-added internal interactions such as training, consulting and project implementation support Categorize and track status of all issues that come in to the data governance function Industry awards, benchmarking against peers, thought leadership via speaking tours Data quality metrics Operational Monitoring of data accuracy, completeness, integrity, uniqueness, consistency, standardization, and other baseline DQ metrics Policy compliance Operational Audits ensuring compliance with privacy, security, retention and other regulatory policies. Recovery time SLA A contracted agreement with the business on how long before a data exception will be mitigated Data latency SLA A contracted agreement with the business on how quickly a data update or insight will be delivered to a dependent process or decision-maker Compliance Biz value Reducing penalties by ensuring regulatory compliance; reducing enterprise risk (e.g., contractual, legal, financial, brand) Cost savings Biz value Lowering costs (e.g., business, labor, software, hardware) Spend optimization Biz value Optimizing spending (e.g., procurement, supply chain, services, labor) Efficiency improvements Biz value Improving operational efficiencies (e.g., employee, partner, contractor);. Revenue growth Biz value Increasing top-line revenue growth; Customer satisfaction Biz value Optimizing customer experience and satisfaction

23 Lines of Accountability Example The RASIC Drives Clarity Area Discover Define Apply Measure and Monitor Data Governance Program Business Data Owner Source System Owner Data IT Task Stewards Custodian Profiling Source and Target Data I I R I I I Manage Data Models I I S S S AR Manage Application Inventory I I S S S AR Defining and Maintaining Business Definitions A A R C C C Define Business Rules A A R C C S Define Key Performance Indicators A A R C C S Apply Business Rules to Source Systems I I S R S C Apply Business Rules to Target Systems I I S S R C Remediating Issues - in Data/Process I A R S S C Data Quality Scorecard Creation and Maintain A A R I I I Monitoring Scorecards A A R I I I Data Lineage Technical Analysis I I S S R C Program Performance R S S S S S Data Architect R = Responsible - Performs the task A = Accountable - Ensures task is completed S = Support - Assist in completing the task I = Informed - Notified about a task after it has been performed C = Consulted - Assists with advice/consult on as needed basis 2015 Informatica. Proprietary and Confidential

24 Informatica Platform Built to Support Holistic Data Governance Discover Define Measure and Monitor Apply IT Collaborate Business

25 Best in Class for all aspects of Data Governance Data Masking Data Governance Tools Multi-Domain MDM Data Archiving Data Quality Enterprise Data Integration 2

26 Questions? Contact Info: Linda Kramer Business Transformation Architect

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

Holistic Data Governance: A Framework for Competitive Advantage

Holistic Data Governance: A Framework for Competitive Advantage White Paper Holistic Data Governance: A Framework for Competitive Advantage WHITE PAPER This document contains Confidential, Proprietary and Trade Secret Information ( Confidential Information ) of Informatica

More information

Holistic Data Governance: A Framework for Competitive Advantage

Holistic Data Governance: A Framework for Competitive Advantage White Paper Holistic Data Governance: A Framework for Competitive Advantage WHITE PAPER This document contains Confidential, Proprietary and Trade Secret Information ( Confidential Information ) of Informatica

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

Data Governance Baseline Deployment

Data Governance Baseline Deployment Service Offering Data Governance Baseline Deployment Overview Benefits Increase the value of data by enabling top business imperatives. Reduce IT costs of maintaining data. Transform Informatica Platform

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

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

Business Performance & Data Quality Metrics. David Loshin Knowledge Integrity, Inc. loshin@knowledge-integrity.com (301) 754-6350

Business Performance & Data Quality Metrics. David Loshin Knowledge Integrity, Inc. loshin@knowledge-integrity.com (301) 754-6350 Business Performance & Data Quality Metrics David Loshin Knowledge Integrity, Inc. loshin@knowledge-integrity.com (301) 754-6350 1 Does Data Integrity Imply Business Value? Assumption: improved data quality,

More information

Solutions Master Data Governance Model and Mechanism

Solutions Master Data Governance Model and Mechanism www.pwc.com Solutions Master Data Governance Model and Mechanism Executive summary Organizations worldwide are rapidly adopting various Master Data Management (MDM) solutions to address and overcome business

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

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

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

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

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

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

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

Data Governance Center Positioning

Data Governance Center Positioning Data Governance Center Positioning Collibra Capabilities & Positioning Data Governance Council: Governance Operating Model Data Governance Organization Roles & Responsibilities Processes & Workflow Asset

More information

Solutions. Master Data Governance Model and the Mechanism

Solutions. Master Data Governance Model and the Mechanism Solutions Master Data Governance Model and the Mechanism Executive summary Organizations worldwide are rapidly adopting various Master Data Management (MDM) solutions to address and overcome business issues

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

Breaking Down the Silos: A 21st Century Approach to Information Governance. May 2015

Breaking Down the Silos: A 21st Century Approach to Information Governance. May 2015 Breaking Down the Silos: A 21st Century Approach to Information Governance May 2015 Introduction With the spotlight on data breaches and privacy, organizations are increasing their focus on information

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

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

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

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

Enterprise Information Management Capability Maturity Survey for Higher Education Institutions

Enterprise Information Management Capability Maturity Survey for Higher Education Institutions Enterprise Information Management Capability Maturity Survey for Higher Education Institutions Dr. Hébert Díaz-Flores Chief Technology Architect University of California, Berkeley August, 2007 Instructions

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

Data Governance. Unlocking Value and Controlling Risk. Data Governance. www.mindyourprivacy.com

Data Governance. Unlocking Value and Controlling Risk. Data Governance. www.mindyourprivacy.com Data Governance Unlocking Value and Controlling Risk 1 White Paper Data Governance Table of contents Introduction... 3 Data Governance Program Goals in light of Privacy... 4 Data Governance Program Pillars...

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

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

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 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

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

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

Assessing and implementing a Data Governance program in an organization

Assessing and implementing a Data Governance program in an organization Assessing and implementing a Data Governance program in an organization Executive Summary As companies realize the importance of data and the challenges they face in integrating the data from various sources,

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

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

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

Welcome to the Data Analytics Toolkit PowerPoint presentation on data governance. The complexity of healthcare delivery, the exploding demand for

Welcome to the Data Analytics Toolkit PowerPoint presentation on data governance. The complexity of healthcare delivery, the exploding demand for Welcome to the Data Analytics Toolkit PowerPoint presentation on data governance. The complexity of healthcare delivery, the exploding demand for actionable information, pressure for greater public accountability,

More information

The Reality of Information Governance Deployment at the National Institutes of Health

The Reality of Information Governance Deployment at the National Institutes of Health The Reality of Governance Deployment at the National Institutes of Health ABSTRACT Successful implementation of Governance promises the much sought after integrative collaboration of business and IT to

More information

GOVERNANCE DEFINED. Governance is the practice of making enterprise-wide decisions regarding an organization s informational assets and artifacts

GOVERNANCE DEFINED. Governance is the practice of making enterprise-wide decisions regarding an organization s informational assets and artifacts GOVERNANCE DEFINED Governance is the practice of making enterprise-wide decisions regarding an organization s informational assets and artifacts Governance over the use of technology assets can be seen

More information

Enterprise Architecture (Re)Charter Template

Enterprise Architecture (Re)Charter Template Enterprise Architecture (Re)Charter Template To learn more about this full research or to inquire about membership, contact us: +1-866-913-8101 IT.Support@ executiveboard.com www.cebglobal.com/it CEB Enterprise

More information

Implementing and Executing Data Governance & Quality Strategy at Northern Trust

Implementing and Executing Data Governance & Quality Strategy at Northern Trust N O R T H E R N T R U S T Implementing and Executing Data Governance & Quality Strategy at Northern Trust 12/9/15 Shaun Malott Vice President, Data Governance Northern Trust Wealth Management Katharine

More information

Managing Open Source Code Best Practices

Managing Open Source Code Best Practices Managing Open Source Code Best Practices September 24, 2008 Agenda Welcome and Introduction Eran Strod Open Source Best Practices Hal Hearst Questions & Answers Next Steps About Black Duck Software Accelerate

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

Enterprise Information Management

Enterprise Information Management Enterprise Information Management A Key Business Enabler July 2012 The Vision Auckland Council s vision is for Auckland to become the worlds most liveable city. In order to achieve this vision, it needs

More information

What to Look for When Selecting a Master Data Management Solution

What to Look for When Selecting a Master Data Management Solution What to Look for When Selecting a Master Data Management Solution What to Look for When Selecting a Master Data Management Solution Table of Contents Business Drivers of MDM... 3 Next-Generation MDM...

More information

US Department of Education Federal Student Aid Integration Leadership Support Contractor January 25, 2007

US Department of Education Federal Student Aid Integration Leadership Support Contractor January 25, 2007 US Department of Education Federal Student Aid Integration Leadership Support Contractor January 25, 2007 Task 18 - Enterprise Data Management 18.002 Enterprise Data Management Concept of Operations i

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

Information Governance for Financial Institutions

Information Governance for Financial Institutions Financial Services the way we do it Information Governance for Financial Institutions To transform strategy into effective actions, financial institutions must look at more than just technology; they should

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

Data Governance in the B2B2C World

Data Governance in the B2B2C World WHITE PAPER Data Governance in the B2B2C World Today s empowered consumers and their demand for product data have given rise to challenges in product data management. Manufacturers and retailers more than

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

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

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

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

Let the Potential of Your Business Emerge. Paragon Solutions Inc. Proprietary

Let the Potential of Your Business Emerge. Paragon Solutions Inc. Proprietary Let the Potential of Your Business Emerge About Paragon Solutions Paragon provides a full spectrum of consulting services, from advisory through solution design and implementation, for tighter alignment

More information

Foundation. Summary. ITIL and Services. Services - Delivering value to customers in the form of goods and services - End-to-end Service

Foundation. Summary. ITIL and Services. Services - Delivering value to customers in the form of goods and services - End-to-end Service ITIL ITIL Foundation Summary ITIL and s Design s - Delivering value to customers in the form of goods and services - End-to-end ITIL Best Practice - Scalable and not prescriptive - Gathered from Users,

More information

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

SAS Data Management Technologies Supporting a Data Governance Process. Dave Smith, SAS UK & I SAS Data Management Technologies Supporting a Data Governance Process Dave Smith, SAS UK & I Agenda Data Governance What it is Why it s needed How to get started SAS technologies which can assist Data

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

How to bridge the gap between business, IT and networks

How to bridge the gap between business, IT and networks ericsson White paper Uen 284 23-3272 October 2015 How to bridge the gap between business, IT and networks APPLYING ENTERPRISE ARCHITECTURE PRINCIPLES TO ICT TRANSFORMATION A digital telco approach can

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 Implementation

Data Governance Implementation Service Offering Implementation Leveraging Data to Transform the Enterprise Benefits Use existing data to enable new business initiatives Reduce costs of maintaining data by increasing compliance, quality

More information

Informatica Data Quality. Product Deep Dive IQ&G_406 23 rd 26 th, May, 2016

Informatica Data Quality. Product Deep Dive IQ&G_406 23 rd 26 th, May, 2016 Informatica Data Quality Product Deep Dive IQ&G_406 23 rd 26 th, May, 2016 Agenda Welcome to the IDQ deep dive session Objectives Experience the a day in the life of a Data Steward, who works to make the

More information

Leveraging Information For Smarter Business Outcomes With IBM Information Management Software

Leveraging Information For Smarter Business Outcomes With IBM Information Management Software Leveraging Information For Smarter Business Outcomes With IBM Information Management Software Tony Mignardi WW Information Management Sales IBM Software Group April 1 2009 Agenda Our Smarter Planet and

More information

Building Successful Master Data Management Teams

Building Successful Master Data Management Teams Building Successful Master Data Management Teams The role and importance of partnerships between business and IT in MDM strategy White Paper sponsored by Aligning Business and IT to Improve Performance

More information

How Cisco IT Standardizes the Acquisition Integration Process

How Cisco IT Standardizes the Acquisition Integration Process How Cisco IT Standardizes the Acquisition Integration Process Cisco IT develops standards for assimilating newly acquired companies rapidly, consistently, and with minor disruption Cisco IT Case Study

More information

Visual Enterprise Architecture

Visual Enterprise Architecture Business Process Management & Enterprise Architecture Services and Solutions October 2012 VEA: Click About to edit Us Master title style Global Presence Service and Solution Delivery in 22 Countries and

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

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

SESSION 709 Wednesday, November 4, 9:00am - 10:00am Track: Strategic View

SESSION 709 Wednesday, November 4, 9:00am - 10:00am Track: Strategic View SESSION 709 Wednesday, November 4, 9:00am - 10:00am Track: Strategic View The Business of IT Provisioning Bill Irvine Transformation Strategist, Accelerate Innovation, VMware billirvine@comcast.net Session

More information

Business Intelligence and Analytics: Leveraging Information for Value Creation and Competitive Advantage

Business Intelligence and Analytics: Leveraging Information for Value Creation and Competitive Advantage PRACTICES REPORT BEST PRACTICES SURVEY: AGGREGATE FINDINGS REPORT Business Intelligence and Analytics: Leveraging Information for Value Creation and Competitive Advantage April 2007 Table of Contents Program

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

DISCIPLINE DATA GOVERNANCE GOVERN PLAN IMPLEMENT

DISCIPLINE DATA GOVERNANCE GOVERN PLAN IMPLEMENT DATA GOVERNANCE DISCIPLINE Whenever the people are well-informed, they can be trusted with their own government. Thomas Jefferson PLAN GOVERN IMPLEMENT 1 DATA GOVERNANCE Plan Strategy & Approach Data Ownership

More information

Technology Supporting Performance and Quality Leadership

Technology Supporting Performance and Quality Leadership Technology Supporting Performance and Quality Leadership Prepared for: PMIWDC and FAA Program Office Presented by: John Mullins - Director Strategy and People mullins.john@serco-na.com 703-234-6459 Chuck

More information

White Paper. Enterprise Information Governance. Date Released: September 2014. Author/s: Astral Consulting. www.astral.com.au.

White Paper. Enterprise Information Governance. Date Released: September 2014. Author/s: Astral Consulting. www.astral.com.au. White Paper Enterprise Information Governance Date Released: September 2014 Author/s: Astral Consulting Disclaimer This White Paper is published for general information purposes only. Nothing in the White

More information

Introduction to Business Intelligence

Introduction to Business Intelligence IBM Software Group Introduction to Business Intelligence Vince Leat ASEAN SW Group 2007 IBM Corporation Discussion IBM Software Group What is Business Intelligence BI Vision Evolution Business Intelligence

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

Information Governance for Healthcare Executives. Lesley Kadlec, MA, RHIA Lydia Mays Washington, MS, RHIA, CPHIMS

Information Governance for Healthcare Executives. Lesley Kadlec, MA, RHIA Lydia Mays Washington, MS, RHIA, CPHIMS Information Governance for Healthcare Executives Lesley Kadlec, MA, RHIA Lydia Mays Washington, MS, RHIA, CPHIMS Objectives Understand the opportunity to capitalize on Information through a solid governance

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

Stepping Through the Info Security Program. Jennifer Bayuk, CISA, CISM

Stepping Through the Info Security Program. Jennifer Bayuk, CISA, CISM Stepping Through the Info Security Program Jennifer Bayuk, CISA, CISM Infosec Program How to: compose an InfoSec Program cement a relationship between InfoSec program and IT Governance design roles and

More information

University of Wisconsin Platteville IT Governance Model Final Report Executive Summary

University of Wisconsin Platteville IT Governance Model Final Report Executive Summary University of Wisconsin Platteville IT Governance Model Final Report Executive Summary February 2013 Project Objectives & Approach Objectives: Build on the efforts of the Technology Oversight Planning

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

Key Drivers of Analytical Maturity Among Healthcare Providers

Key Drivers of Analytical Maturity Among Healthcare Providers Key Drivers of Analytical Maturity Among Healthcare Providers January, 2015 Written by: International Institute for Analytics Sponsored by: Executive Summary Firms of all shapes and sizes today are confronted

More information

Certified Information Professional 2016 Update Outline

Certified Information Professional 2016 Update Outline Certified Information Professional 2016 Update Outline Introduction The 2016 revision to the Certified Information Professional certification helps IT and information professionals demonstrate their ability

More information

Based on 2008 Survey of 255 Non-IT CEOs/Executives

Based on 2008 Survey of 255 Non-IT CEOs/Executives Based on 2008 Survey of 255 Non-IT CEOs/Executives > 50% Ranked ITG as very important > 75% of businesses consider ITG to be an integral part of enterprise governance, but the overall maturity level is

More information

Social in the Enterprise

Social in the Enterprise Social in the Enterprise TEPEE AGENDA - Social in the Enterprise Definition Value Proposition Implementation Change Management Governance TEPEE 2 Definition Social Media Defined the use of web-based and

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

A Flash-light into the Dark: The Starters Guide to Data Governance

A Flash-light into the Dark: The Starters Guide to Data Governance A Flash-light into the Dark: The Starters Guide to Data Governance Steven Adler IBM Data Governance Solutions adler1@us.ibm.com http://www.ibm.com/itsolutions/datagovernance Audience Question 2 Agenda

More information

Smart Ways To Improve Contact Center Performance

Smart Ways To Improve Contact Center Performance Smart Ways To Improve Contact Center Performance The right technology helps measure what matters White Paper sponsored by Aligning Business and IT To Improve Performance Ventana Research 1900 South Norfolk

More information

White Paper. An Introduction to Informatica s Approach to Enterprise Architecture and the Business Transformation Toolkit

White Paper. An Introduction to Informatica s Approach to Enterprise Architecture and the Business Transformation Toolkit White Paper An Introduction to Informatica s Approach to Enterprise Architecture and the Business Transformation Toolkit This document contains Confidential, Proprietary and Trade Secret Information (

More information

Project Management Office (PMO) Charter

Project Management Office (PMO) Charter Project Management Office (PMO) Charter Information & Communication Technologies 10 January 2008 Information & Communication Technologies Enterprise Application DISCLAIMER Services Project Management Office

More information

Information Security Management System for Microsoft s Cloud Infrastructure

Information Security Management System for Microsoft s Cloud Infrastructure Information Security Management System for Microsoft s Cloud Infrastructure Online Services Security and Compliance Executive summary Contents Executive summary 1 Information Security Management System

More information

Data Governance Best Practice

Data Governance Best Practice Data Governance Best Practice Business Connexion Michelle Grimley Senior Manager EIM +27 (0)11 266 6499 Michelle.Grimley@bcx.co.za Inri Möller Master Data Manager +27 (0)11 266 5146 Inri.Möller@bcx.co.za

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

Value to the Mission. FEA Practice Guidance. Federal Enterprise Architecture Program Management Office, OMB

Value to the Mission. FEA Practice Guidance. Federal Enterprise Architecture Program Management Office, OMB Value to the Mission FEA Practice Guidance Federal Enterprise Program Management Office, OMB November 2007 FEA Practice Guidance Table of Contents Section 1: Overview...1-1 About the FEA Practice Guidance...

More information

Your asset is your business. The more challenging the economy, the more valuable the asset becomes. Decisions are magnified. Risk is amplified.

Your asset is your business. The more challenging the economy, the more valuable the asset becomes. Decisions are magnified. Risk is amplified. Asset management Your asset is your business. The more challenging the economy, the more valuable the asset becomes. Decisions are magnified. Risk is amplified. Data is about more than numbers. It tells

More information

Tapping the benefits of business analytics and optimization

Tapping the benefits of business analytics and optimization IBM Sales and Distribution Chemicals and Petroleum White Paper Tapping the benefits of business analytics and optimization A rich source of intelligence for the chemicals and petroleum industries 2 Tapping

More information

Data Governance Implementation

Data Governance Implementation Service Offering Data Governance Implementation Leveraging Data to Transform the Enterprise Benefits Use existing data to enable new business initiatives Reduce costs of maintaining data by increasing

More information

PUB (MPI) 1-62 Reference: Gartner Scorecard

PUB (MPI) 1-62 Reference: Gartner Scorecard Information Requests Round 1 PUB (MPI) 1-62 Reference: Gartner Scorecard PUB/MPI 2-23 2013 GRA a) Please file an update to the response to Gartner s recommendations provided at PUB/MPI 2-23 from last year

More information

Subject Area 1 Project Initiation and Management

Subject Area 1 Project Initiation and Management DRII/BCI Professional Practice Narrative: Establish the need for a Business Continuity Plan (BCP), including obtaining management support and organizing and managing the BCP project to completion. (This

More information