TIAA-CREF, Our Journey to Enhanced Data Quality
|
|
- Erik Farmer
- 6 years ago
- Views:
Transcription
1 TIAA-CREF, Our Journey to Enhanced Quality Carl Gerber, Director, Transformation Program, TIAA-CREF events.techtarget.com SearchBusinessAnalytics SUMMIT TechTarget
2 Our Journey to Quality About TIAA-CREF Defining the Opportunity Transformation Program Governance Operating Model Steward Playbook Enterprise Services Business Outcomes
3 Disclosure This material is for informational purposes only and should not be regarded as a recommendation or an offer to buy or sell any product or service to which this information may relate. Certain products and services may not be available to all entities or persons. Past performance does not guarantee future results. The views presented represent the views of the speaker and not necessarily the views of the organization.
4 TIAA-CREF Facts & Stats 15,807 Institutions 3.9 Million Participants NY, Charlotte, Denver 80+ Local Offices 8,287 Employees (as of 1/30/13) AUM = $542 Billion (as of 6/30/13)
5 Defining the Opportunity Formalize Governance Mature Management Practice Enable Multiple Business Initiatives - Foundational Platforms - Enterprise Capabilities Optimize the Landscape - Integration Technologies - Business Intelligence Tools - bases
6 Transformation Program Overview Mission Governance formalize Business Owners and Business Steward roles, develop a playbook. Measure & enhance Management maturity. Enable Business Initiatives link Governance, Stewardship to key programs. Leverage Architecture & Enterprise Services on projects. Build Enterprise Big E Platforms create horizontal data platforms that enable multiple strategies & business initiatives Optimization of Infrastructure by Consolidating/Retiring bases, BI & Integration tools. Modernize technology and Automate Enterprise Platform administration Transform Management Capabilities create Enterprise Services for broad use: Governance & Stewardship, Architecture, Business Analytics, Quality, Integration & Metadata Value Proposition Business Value Serve the customer efficiently and effectively Enhance access to reliable, accurate and easy-to-use data to support decision making Enhance planning and analytical capabilities Support & enable business strategy Infrastructure & Operations Value Decommission unnecessary databases & applications Consolidate infrastructure and systems Refresh & modernize technology, environments Promote re-use to optimize run rate costs
7 Governance Operating Model Chief Officer Chief Architect Enterprise Governance Business Owners Chief Steward Program Director Enterprise Stewards Lead Stewards Business Owner Lead Steward Retirement & Individual Asset Management Diversified Financial Services Corporate Functions Governance Governance Governance Governance Business Stewards Stewardship Stewardship Stewardship Stewardship
8 Improving Business Process Efficiency by Improving Quality We Have a Steward Playbook for that Govern Identify, Define, Publish & Share, and Control our Leverage Monitor and expand the scope and scale of data Governance, Stewardship and Quality Management Improve Continuously prioritize and act upon enhancement opportunities from monitoring and expansion activities Define Control Monitor Expand Optimize Identify & Catalog assets, map to owners, publish Define authorities, Control changes Monitor ongoing program operation and outcomes, new systems development & data use Expand the scope or breadth of the program, the volume and efficiency, or scale of data it supports Iteratively enhance data quality & performance, optimize shared services, provide incremental services and support for organizational units in the absence of program efforts CDEs Glossary Owners Stewards Controls DQ Dashboard Sprints Sprints
9 Enterprise Services Level 1 Service Metadata Level 2 Service Glossary & Terms Lineage Impact Analysis Analytics Architecture Governance Integration Quality Metadata Acquisition Big Analytics Business Intelligence Mobile Business Intelligence Real Time Decisions Visualization Architecture Maps Modeling Program Governance Stewardship Sprints base Census & Files Sourcing Integration Development Integration Framework Integration Governance Controls Discovery Profiling Quality Dashboard Metadata Flow
10 Business Outcomes Enhanced Client Experience with a Faster Website due to Architecture & fit for purpose database Business Process Efficiencies from addressing data quality variation Business Analytics Forum of analysts sharing best practices Simplification & Cost Efficiencies by consolidating data technologies & eliminating redundant databases
11 Thank you! Questions? TIAA-CREF, Our Journey to Enhanced Quality SearchBusinessAnalytics SUMMIT TechTarget
Collibra Catalog for Big Data Analytics Product Preview
Collibra Catalog for Big Data Analytics Product Preview Stan Christiaens Co-founder & Chief Technology Officer, Collibra May 3, 2016 Disclaimer The following is intended to outline our general product
More informationIn search of the Holy Grail?
In search of the Holy Grail? Our Clients Journey to the Data Lake André De Locht Sr Business Consultant Data Lake, Information Integration and Governance $ andre.de.locht@be.ibm.com ( +32 476 870 354 Data
More informationDebra Dixon, NMEH MITA SWG Co-Chair
National Medicaid Enterprise Hub Presents: WALK IT LIKE YOU PLAN IT A FLEXIBLE APPROACH FOR ENTERPRISE DATA MANAGEMENT STRATEGY Debra Dixon, NMEH MITA SWG Co-Chair Debra Dixon, Moderator Welcome In this
More informationE-Guide REAPING THE BENEFITS OF BIG DATA AND REAL-TIME ANALYTICS
E-Guide REAPING THE BENEFITS OF BIG DATA AND REAL-TIME ANALYTICS T he majority of enterprises are either embarking on initiatives related to big data or intend to do so in the near future; however, most
More informationPERSPECTIVE. Monetize Data
PERSPECTIVE Monetize Data Enterprises today compete on their ability to find new opportunities, create new game - changing phenomena and discover new possibilities. The need for speed, accuracy and efficiency
More information4/26. Analytics Strategy
1/26 Qlik Advisory As a part of Qlik Consulting, Qlik Advisory works with Customers to assist in shaping strategic elements related to analytics to ensure adoption and success throughout their analytics
More informationAutomation, Innovation and Consolidation SAS GRID
Automation, Innovation and Consolidation SAS GRID Apr 2 nd Apr 5 th, SAS Global Forum Paru.Puttanna@regions.com The opinions expressed in the presentation are statements of the speaker's opinion, are intended
More informationBuilding A BPM Center of Excellence
Building A BPM Center of Excellence A Con Ed Case Study by Frank La Rocca 1 2 1 The Implied Business Process Strategic Contract Negotiator Buyer Warehouse Stock Person A/P Delivery Inspector Application
More informationMind the Gap: GDPR Ahead. Rakesh Sancheti. Author. July Vice President and Business Head - Analytics, Europe and Nordic
Author Rakesh Sancheti Vice President and Business Head - Analytics, Europe and Nordic July 2017 The regulatory environment has become increasingly complex, with new regulations being introduced across
More informationPORTFOLIO AND TECHNOLOGY DIRECTION ARMISTEAD SAPP & RANDY GUARD
PORTFOLIO AND TECHNOLOGY DIRECTION ARMISTEAD SAPP & RANDY GUARD FOCUS MARKETS SAS Addressable Market Size $US Billions $14.7 2015 2019 $10.6 $9.6 $7.0 $7.9 $5.0 $2.6 $3.7 $5.7 $4.4 $3.0 $4.2 BUSINESS INTELLIGENCE
More informationEstablishing an EIM Program
Establishing an EIM Program September 2010 Herschel Chandler Over 17 years experience in almost every information management role. Industries: Utility, Financial Services, Government, Healthcare, Manufacturing,
More informationLeverage Pentaho to Deliver Timely KPIs: Define and Publish in Hours. Martin Stangeland Pentaho Architect, Hitachi Vantara
Leverage Pentaho to Deliver Timely KPIs: Define and Publish in Hours Martin Stangeland Pentaho Architect, Hitachi Vantara Brief Whenever a business decision is made the ability to measure and monitor the
More informationThe Future of Business Analysis. October 2013
The Future of Business Analysis October 2013 Discussion Points! Why have Roles?! Why do Business Analysis?! History of Business Analysis! Changing Business Realities! Business Analysis in the Organization!
More informationInformation Management Strategy
Information Management Strategy What You Need To Know! David Pierce & Lascelles Forrester 1 Copyright 2010 Accenture All Rights Reserved. Accenture, its logo, and High Performance Delivered are trademarks
More informationDATA INSIGHTS TO POWER YOUR DIGITAL TRANSFORMATION JOURNEY
DATA INSIGHTS TO POWER YOUR DIGITAL TRANSFORMATION JOURNEY RIGHT DATA & RELEVANT DATA HCL@THINK 2018 ANNUAL IBM CONFERENCE Right Data & Relevant Data (R2D2) Building Data Assets across the Digital Enterprise
More informationSalesforce Lighting Drives Productivity Gains And Reduces Development And Support Costs Transition Pattern: Big Bang Deployment
A Forrester Total Economic Impact TM Study Commissioned By Salesforce July 2018 Salesforce Lighting Drives Productivity Gains And Reduces Development And Support Costs Transition Pattern: Big Bang Deployment
More informationSAP BI Analytics Roadmap. Tony Alvarez Platform and Analytics
SAP BI Analytics Roadmap Tony Alvarez Platform and Analytics AGENDA 1 SAP BI Analytics Dashboards and Visualization 2 Demo Vignettes 3 Q/A 2011 SAP AG. All rights reserved. 2 Organizational & Competitive
More informationWHITE PAPER: EDM CONSIDERATIONS FOR A SUCCESSFUL ACQUISITION INTEGRATION
WHITE PAPER: EDM CONSIDERATIONS FOR A SUCCESSFUL ACQUISITION INTEGRATION INTRODUCTION Just when you were feeling good about the progress of your Enterprise Data Management (EDM) and/or Business Intelligence
More informationCopyright 2012 EMC Corporation. All rights reserved.
1 USING GREENPLUM S UNIFIED ANALYTICS PLATFORM TO DELIVER BI-AS-A- SERVICE 2 The Journey To Big Data 1 2 Data All Data Faster Answers Elastic & Scalable Science Collaboration Self-Service 3 Real Time Decisions
More informationAgile Master Data Management
A better approach than trial and error by First San Francisco Partners 2 Common MDM initiative and benefit Customer Optimization Improve up-sell, cross-sell and customer retention Access full-customer
More informationCASE STUDY IMPROVE EFFICIENCIES AND QUALITY IN CLINICAL DOCUMENTATION USING STRUCTURED CONTENT AND DITA. Document and Content Management
Document and Content Management CASE STUDY IMPROVE EFFICIENCIES AND QUALITY IN CLINICAL DOCUMENTATION USING STRUCTURED CONTENT AND DITA BUSINESS CHALLENGES Pharmaceutical companies generate a large number
More informationInfoSphere Software The Value of Trusted Information IBM Corporation
Software The Value of Trusted Information 2008 IBM Corporation Accelerate to the Next Level Unlocking the Business Value of Information for Competitive Advantage Business Value Maturity of Information
More informationCustomer Experience and Analytics Maturity Model.
Customer Experience and Analytics Maturity Model 1 Topics Customer Engagement Maturity Model BI & Analytics Maturity Model 2 Customer Engagement Maturity Model 3 Your Customer s Journey / Lifecycle Listen
More informationA complete service guide for MICROSOFT DATA ANALYTICS ENABLEMENT
A complete service guide for MICROSOFT DATA ANALYTICS ENABLEMENT Contact us today. 206-747-6930 A brief introduction exclusively for Microsoft employees and customers: In early FY12, Decisive Data decided
More informationCase Studies in Action Tips for Creating a Next- Generation Data Warehouse
Case Studies in Action Tips for Creating a Next- Generation Data Warehouse Sam Strum, Director of Data Services, INTTRA events.techtarget.com SearchBusinessAnalytics SUMMIT What Will Be Presented Overview
More informationNavigating Your Enterprise Startrek - ing
Navigating Your Enterprise Startrek - ing By Paul Ormonde-James PaulOrmondeJames@cybertreking.com Source to solution The Business Intelligence Competency Centre The views expressed in this presentation
More informationPresentation ti to ULB March 27 th 2012
Presentation ti to ULB March 27 th 2012 Business & Decision is an international Consulting and Systems Integration Group 2011 Revenue: 249m, 50% of which generated by international operations 2,800 employees
More informationResponsive enterprise the future of the enterprise PERSPECTIVE
Responsive enterprise the future of the enterprise PERSPECTIVE Experience is not merely a buzzword today, it is quickly becoming a key differentiator in the digital world. Parameters such as quality, pricing,
More informationBig Data Management Best Practices for Data Lakes Philip Russom, Ph.D.
Big Data Management Best Practices for Data Lakes Philip Russom, Ph.D. Senior Research Director, TDWI October 27, 2016 Sponsor 2 Speakers Philip Russom Senior Research Director for Data Management, TDWI
More informationDeveloping a Strategy for Advancing Faster with Big Data Analytics
TDWI SOLUTION SPOTLIGHT Developing a Strategy for Advancing Faster with Big Data Analytics Dallas, Texas August 1, 2017 TODAY S AGENDA Philip Russom, TDWI Jeff Healey, HPE Vertica Daniel Gale, Simpli.fi
More informationTransformation in the Internal Audit Function Neil White October 5, 2017
Transformation in the Internal Audit Function Neil White October 5, 2017 2017 Deloitte Global Chief Audit Executive (CAE) Forum Key Opportunities Key Insights Deliver advanced analytics and visualization
More informationResources Guide. Explore our 1,000+ Member-Only Resources: Research Reports, Training Courses, Tools & Templates
Resources Guide Explore our 1,000+ Member-Only Resources: Research Reports, Training Courses, Tools & Templates TOPICS 3 4 5 6 7 8 9 10 11 ABM, Strategy & Branding 12 Public Relations & Crisis Communications
More informationWe help Companies orchestrate towards an improved customer experience and increased revenue DATA VIRTUALIZATION
We help Companies orchestrate towards an improved customer experience and increased revenue DATA VIRTUALIZATION Data virtualization is synonymous with information agility With this technology organization
More informationIBM InfoSphere Master Data Management
IBM InfoSphere Master Data Management Leveraging Master Data Management across the business Doug Thompson MDM Architect 1 2008 IBM Corporation Agenda The Growing Need for Trusted Information What is MDM?
More informationData Governance People & Processes Supported by Technology
Data Governance People & Processes Supported by Technology Larisa Vladinova Adastra Bulgaria Georgi Ganev IBM Bulgaria 18 th Finance Tech Forum 14 April 2016, Sofia 1 Data Governance Overview Data Governance
More informationProject Management and Governance Policies - Need for Enterprise Information Management. Terry Saxton Xtensible Solutions
Project and Governance Policies - Need for Enterprise Information Terry Saxton Xtensible Solutions tsaxton@xtensible.net Utilities of Today Over time, data have been exchanged, duplicated and changed from
More informationGenpact Intelligent Operations SM
PROVIDE VISIBILITY Genpact Intelligent Operations SM Making enterprises more competitive, with operations that sense, act and learn from the outcome of actions, at scale Foreword Intelligent Operations
More informationSymantec s 2015 Financial Analyst Day
Symantec s 2015 Financial Analyst Day April 17, 2015 Welcome Helyn Corcos Vice President, Investor Relations STRATEGIC HIGHLIGHTS 1 Forward Looking Statements This presentation contains statements regarding
More informationTransform Your Business Content Management Capability
Transform Your Business Content Management Capability It s about High Performance July 17 2013 S P E A K E R Niyi Tayo is a Director in Accenture Nigeria Office and leads the Technology Group. He has over
More informationCAPITAL MARKETS TRANSFORMATION. Pathways to Operations Control Value
CAPITAL MARKETS TRANSFORMATION Pathways to Operations Control Value WHITE PAPER Reconciliation as the catalyst The continued confluence of regulatory changes, market pressures and an increased demand for
More informationMultidomain MDM. Gartner MDM Summit Jean-Michel Collomb Enterprise Architect MDM Program Manager Amadeus IT Group SA
Multidomain MDM Gartner MDM Summit 2014 Jean-Michel Collomb Enterprise Architect MDM Program Manager Index _ Amadeus presentation _ MDM Program Overview _ Workforce MDM _ Product MDM _ Reference Data Management
More information: Boosting Business Returns with Faster and Smarter Data Lakes
: Boosting Business Returns with Faster and Smarter Data Lakes Empower data quality, security, governance and transformation with proven template-driven approaches By Matt Hutton Director R&D, Think Big,
More informationUtilizing a Hub-n-Spoke Data Architecture Across the Enterprise. Presented by Gene Boomer OneAmerica
Utilizing a Hub-n-Spoke Architecture Across the Enterprise Presented by Gene Boomer OneAmerica Who We Are OneAmerica Financial Partners, Inc Foundation traced back 135 years in Indianapolis Companies of
More informationInformation Server: 11.x Information Governance Catalog. Marc Haber Senior Offering Manager, Governance Catalog & Tools
Information Server: 11.x Information Governance Catalog Marc Haber Senior Offering Manager, Governance Catalog & Tools Unified Governance Unified Governance Hybrid Data Management Data Analytics & Visualization
More informationContent Architecture: Structuring Your Content for Impact, Consistency, and Reuse
Content Architecture: Structuring Your Content for Impact, Consistency, and Reuse A survey of 368 senior level marketing executives makes it pretty clear that effective Brand Publishing requires well organized
More informationEnabling Self-Service BI Success: TimeXtender s Discovery Hub Bridges the Gap Between Business and IT
Enabling Self-Service BI Success: TimeXtender s Discovery Hub Bridges the Gap Between Business and IT Abstract As data-driven cultures continue to develop and data-driven organizations garner larger segments
More informationGlobal Enterprise Information Management (EIM) Market ( Edition) June 2017
Global Enterprise Information Management (EIM) Market (2017-2021 Edition) June 2017 Global Enterprise Information Management Market Report Scope of the Report The report titled Global Enterprise Information
More informationFINANCIAL SERVICES PRACTICE, CEB TOWERGROUP INSURANCE 2014 The Corporate Executive Board Company. All Rights Reserved.
CEB Financial Services Practice CEB TowerGroup Insurance June, 10, 2014 Making Your Data Work For You How Analytics Can Help Insurance CFOs ROAD MAP FOR THE PRESENTATION Projects and Problems Best Practices
More informationIDC FutureScape: Worldwide Manufacturing 2018 Predictions
IDC FutureScape: Worldwide Manufacturing 2018 Predictions Kimberly Knickle, Vice President Simon Ellis, Vice President November 8, 2017 IDC Logistics Today s Speakers Submit any questions to insights@idc.com
More informationINFORMATION SERVICES FY 2018 FY 2020
INFORMATION SERVICES FY 2018 FY 2020 3-Year Strategic Plan Technology Roadmap Page 0 of 14 Table of Contents Strategic Plan Executive Summary... 2 Mission, Vision & Values... 3 Strategic Planning Process...
More informationBuild a Future-Ready Enterprise With NTT DATA Modernization Services
NTT DATA welcomed Dell Services into the family in 2016. Together, we offer one of the industry s most comprehensive services portfolios designed to modernize business and technology to deliver the outcomes
More informationDATA VIRTUALIZATION FOR THE ENTERTAINMENT INDUSTRY
DATA VIRTUALIZATION FOR THE ENTERTAINMENT INDUSTRY WE HELP ENTERTAINMENT & MEDIA COMPANIES INCREASE REVENUE BY USING CUSTOMER DATA FAST AND ACCURATELY OUR NEW TECHNOLOGY IS LEADING EDGE. ONLY A FEW COMPANIES
More informationEPAM+SAP ENABLING & ACCELERATING DIGITAL STRATEGY THROUGH CLOUD MIGRATION
EPAM+SAP ENABLING & ACCELERATING STRATEGY THROUGH CLOUD MIGRATION ENTRISE EPAM + SAP SINCE 1993, EPAM HAS BEEN HELPING THE WORLD S LEADING COMPANIES IMAGINE, DESIGN, ENGINEER, AND DELIVER TECHNOLOGIES
More informationBuilding a Tableau Center of Excellence
# T C 1 8 Building a Tableau Center of Excellence Michael Cox Principal Architect Tableau Michael Cox Principal Architect Tableau Tableau Center of Excellence (COE) COE Overview COE Competencies ( Events
More informationImproving Data Accuracy With Governance, Definitions and Structure
Improving Data Accuracy With Governance, Definitions and Structure A Complimentary Webinar From healthsystemcio.com Your Line Will Be Silent Until Our Event Begins at 12:00 ET Thank You! Housekeeping Moderator
More informationBUSINESS INTELLIGENCE & ANALYTICS
CASE STUDY PART 2 BUSINESS INTELLIGENCE & ANALYTICS INTRODUCTION LOCATION New Jersey WEBSITE www.atlanticare.org SIZE 70 Locations DEPLOYMENT Fall, 2016 EMPLOYED SANTA ROSA SOLUTIONS Business Intelligence
More informationA JOURNEY TO TRUSTED DATA
TELSTRA TEMPLATE 4X3 BLUE BETA TELPPTV4 A JOURNEY TO TRUSTED DATA RICK ANDREWS MAY 2014 ENTERPRISE DATA WAREHOUSE THE INFORMATION FACTORY 1 BUSINESS EVENTS occur & raw data is created 2 3 Subassemblies
More informationInternal Audit and Technology Sustainable Analytics
Internal Audit and Technology Sustainable Analytics Neil While, Partner, Internal Audit Analytics Deloitte Advisory December 14, 2015 0 The Four Faces of the Chief Auditor 1 Copyright 2015 Deloitte Development
More informationBig Data and Business Intelligence 101 Starting the Conversation
Big Data and Business Intelligence 101 Starting the Conversation Travis Detherage WaterOne 2017 ISA Water/Wastewater and Automatic Controls Division Symposium (WWAC) 1 Presenter Biography Travis Detherage
More informationBusiness Intelligence (BI)
Business (BI) Sanlam Investors Conference 17-18 October 2017 BI Value Proposition Critical to transform our business for growth whilst facing onerous regulatory challenges and escalating risks, amidst
More informationDatametica DAMA. The Modern Data Platform Enterprise Data Hub Implementations. What is happening with Hadoop Why is workload moving to Cloud
DAMA Datametica The Modern Data Platform Enterprise Data Hub Implementations What is happening with Hadoop Why is workload moving to Cloud 1 The Modern Data Platform The Enterprise Data Hub What do we
More information8 Steps Successful Enterprise Data Management with the DAMA- DMBOK
8 Steps Successful Enterprise Data Management with the DAMA- DMBOK October 16, 2017 Sponsored by the NASCIO Data Management Working Group 1 EWSolutions Background EWSolutions is a Chicago-headquartered
More informationS/4HANA - digital core of the modern enterprise and key building block of streamlined enterprise architecture. Yuliya Seregina March 2017
S/4HANA - digital core of the modern enterprise and key building block of streamlined enterprise architecture Yuliya Seregina March 2017 Competing in Today s Digital Economy Requires Speed & Agility Hyperconnectivity
More informationPORTFOLIO MANAGEMENT Thomas Zimmermann, Solutions Director, Software AG, May 03, 2017
UNLEASH YOUR DIGITAL VISION #WITHOUTCOMPROMISE Innovation in Business & IT Transformation PORTFOLIO MANAGEMENT Thomas Zimmermann, Solutions Director, Software AG, May 03, 2017 2017 Software AG. All rights
More informationThe dawn of a new partnership
The dawn of a new partnership A robotics-led finance function Financial Accounting Advisory Services What is robotic process automation? Robotic process automation (RPA) is the use of software that mimics
More informationTake a Dive into the Data Lake
Take a Dive into the Data Lake Philip Russom, Ph.D. Senior Research Director, TDWI March 29, 2017 SPONSOR 2 PHILIP RUSSOM Senior Research Director for Data Management, TDWI ROBERT ROUTZAHN Program Director,
More informationWelcome to the postmodern era for public sector ERP
Welcome to the postmodern era for public sector ERP Time to update your public sector enterprise resource planning (ERP)? Consider a postmodern strategy to address your unique requirements. Welcome to
More informationSAS DATA MANAGEMENT. Mary Anne Hopper SAS Data Management Consulting Practice MATURING YOUR DATA GOVERNANCE PROGRAM
MATURING YOUR PROGRAM Mary Anne Hopper SAS Management Consulting Practice CHALLENGES FACING OUR CLIENTS we ve got a lot of really cool stuff stored in spreadsheets that we can t do anything with make corrections
More informationTogether, Advancing Data-Driven Government
Together, Advancing -Driven Government Guiding Principles to advance culture which data: Drive Decisions data is integrated into policymaking and other processes to inform direction of mission. Fosters
More informationDelivering Trusted Information
Delivering Trusted Information Delivering Trusted Information As a Service Trusted Information on your terms and our expertise 2007 IBM Corporation Agenda WebSphere Live for SOA The Information Challenge
More informationBMC - Business Service Management Platform
1 Value proposition BMC - Business Service Management Platform Service Stability and Process Control Self Service. Service Desk. Problem Resolution. Asset Management. Change and Release. Identity Management.
More informationFueling the Ship: Data Management in Focus. Derek Pratt Director, Citisoft
Fueling the Ship: Data Management in Focus Derek Pratt Director, Citisoft Data Is The New Oil Data is just like crude. It s valuable, but if unrefined it cannot really be used. It has to be changed into
More informationWhite Paper Describing the BI journey
Describing the BI journey The DXC Technology Business Intelligence (BI) Maturity Model Table of contents A winning formula for BI success Stage 1: Running the business Stage 2: Measuring and monitoring
More informationUSDA Shared Services Journey
USDA Shared Services Journey USDA was named as an SAP Federal Financial Shared Services Provider in May 2014, able to offer financial system services within the federal government. This was in response
More informationGetting Started: Modeling the Structure and Operations of Big Data
Getting Started: Modeling the Structure and Operations of Big Data Session BG2, February 11, 2019 Deepesh Chandra, Associate Partner & Senior Expert Pierre-Arnaud Klaskala, Associate Partner, Director
More informationTABLE OF CONTENTS 2. INFORMATION TECHNOLOGY IN A BUSINESS ENVIRONMENT 15
. INTRODUCTION. INFORMATION TECHNOLOGY IN A BUSINESS ENVIRONMENT.. THE ORGANIZATION AS A SYSTEM...... Business processes...................................................... The value chain...... Value
More informationThe Enterprise Data Governance Evolution: Positioning Your Organization at the Cutting Edge of Data Quality Improvement
Session #11 The Enterprise Data Governance Evolution: Positioning Your Organization at the Cutting Edge of Data Quality Improvement Natalie Rahming, PhD Enterprise Data Governance Program Lead, Children
More informationCognitive Data Governance
IBM Unified Governance & Integration White Paper Powered by Machine Learning to find and use governed data Jo Ramos Distinguished Engineer & Director IBM Analytics Rakesh Ranjan Program Director & Data
More informationLeveraging Effective Application Discovery, Delivery, Change, and Quality Strategies for Digital Transformation
White Paper Leveraging Effective Application Discovery, Delivery, Change, and Quality Strategies for Digital Transformation Sponsored by: IBM Melinda-Carol Ballou March 2018 IDC OPINION As part of digital
More informationMaster Data Governance & SAP Information Steward Integration. Jens Sauer, SAP Switzerland September 25 th, 2013
Master Data Governance & SAP Information Steward Integration Jens Sauer, SAP Switzerland September 25 th, 2013 Agenda Enterprise Master Data Management Trends & Functions SAP Enterprise MDM Product Portfolio
More informationMaster Data Management (MDM) and Data Quality with SAP Information Steward Kevin Hutto Consultancy by Kingfisher
Master Data Management (MDM) and Data Quality with SAP Information Steward Kevin Hutto Consultancy by Kingfisher Produced by Wellesley Information Services, LLC, publisher of SAPinsider. 2015 Wellesley
More informationBusiness Intelligence Strategy
A T C S C C O N F E R E N C E H O S T E D B Y M I C R O S O F T Business Intelligence Strategy Kevin Carter, VP Kevin.Carter@tcsc.com The most powerful asset of the digital age is data. -Don Tapscott Where
More informationEMC IT Big Data Analytics Journey. Mahmoud Ghanem Sr. Systems Engineer
EMC IT Big Data Analytics Journey Mahmoud Ghanem Sr. Systems Engineer Agenda 1 2 3 4 5 Introduction To Big Data EMC IT Big Data Journey Marketing Science Lab Use Case Technical Benefits Lessons Learned
More informationHelping Large Organisations transform their business using AWS
Helping Large Organisations transform their business using AWS Conor McNamara, Head of Business Development, APAC Amazon Web Services Ben Cabanas, CTO, Transportation GE 2016, Amazon Web Services, Inc.
More informationPennsylvania Office of Administration / Office for Information Technology
Pennsylvania Office of Administration / Office for Information Technology Title of Nomination: Business Solutions Center of Excellence () Category: Enterprise IT Management Initiatives Project/System Manager:
More informationDATASHEET. Tarams Business Intelligence. Services Data sheet
DATASHEET Tarams Business Intelligence Services Data sheet About Business Intelligence The proliferation of data in today s connected world offers tremendous possibilities for analysis and decision making
More informationBusiness Decision Maturity Model BDMM
Business Decision Maturity Model BDMM Knut Hinkelmann Business Decision Maturity Model BDMM 1 Business Processes and Business Decisions Quality of business processes depends on quality of decisions Decision
More informationBilytica Company Profile
Level 24, 570 Bourke Street Melbourne, Victoria 3000 Australia Bilytica Company Profile Offices: Based out of Melbourne, having global offices in 10 countries, Bilytica is adding value in business data
More informationFUTURE OF FINANCIAL CLOSE & EPM
FUTURE OF FINANCIAL CLOSE & EPM - Så kommer ny teknik att göra snabba bokslut ännu snabbare - Intro slides & teaser for IFRS day breakout further slides and details to be explored and covered in the breakout
More informationReady for the GDPR, Ready for the Digital Economy Fast-Track Your Midsized Business for the Digital Economy While Addressing GDPR Requirements
SAP Database and Data Management Portfolio/SAP GRC Solutions Ready for the GDPR, Ready for the Digital Economy Fast-Track Your Midsized Business for the Digital Economy While Addressing GDPR Requirements
More informationFinance Division Strategic Plan
Finance Division Strategic Plan 2018 2022 Introduction Finance Division The Finance Division of Carnegie Mellon University (CMU) provides financial management, enterprise planning and stewardship in support
More informationBolder IT Town Hall. Prepared for Deans, Directors and Chairs. Rob McCurdy May 8, 2018
Bolder IT Town Hall Prepared for Deans, Directors and Chairs Rob McCurdy May 8, 2018 Agenda Special Focus: IT Organizational Alignment Principles and deliverables of the program Spartan Common Core Service
More informationOrganizing for BI. Halil Aksu Istanbul, Bogazici University
Organizing for BI Halil Aksu Istanbul, 10.12.2003 Bogazici University Skills, Not Technology, Inhibit Enterprises in BI Through 2007, business intelligence will be a key component to realizing new strategic
More informationIntroducing IDC DecisionScape: A Decision Making Tool for Technology Professionals
Introducing IDC DecisionScape: A Decision Making Tool for Technology Professionals Meredith Whalen Senior Vice President IT Executive, Industry, and Investment Research Services 1 Business Models Are Changing
More informationActionable enterprise architecture management
Enterprise architecture White paper June 2009 Actionable enterprise architecture management Jim Amsden, solution architect, Rational software, IBM Software Group Andrew Jensen, senior product marketing
More informationBusiness Analysis Career Perspectives
Business Analysis Career Perspectives (and the future of the profession) Ken Fulmer IIBA 1 Learning Presentation Objectives 1. Examine the marketplace and directions of the Business Analyst career path.
More informationWhy do you need enhanced Procurement Technology?
www.pwc.com.tr Why do you need enhanced Procurement Technology? 3D Why do you need enhanced Procurement Technology? Procurement Technology provides the background functionality to support a company s entire
More informationAccelerate Business Success with Oracle Cloud Infrastructure
EXCLUSIVE OFFER Accelerate Business Success with Oracle Cloud Infrastructure Table of Contents Email: team@dataintensity.com Website: dataintensity.com/about/contact/ Introduction 2 Executive Summary 3
More informationAnalytix Mapping Manager
Analytix Mapping Manager Accelerate Project Delivery Powered by: Analytix Data Services LLC http://analytixds.com/products.html Product Overview Data Mapping Challenges Manual Non-Standard Error Prone
More informationExtending BI with Analytics. Best Practices in Establishing an Analytics Value Chain. Jaime Fitzgerald Founder & Managing Partner Fitzgerald Analytics
Extending BI with Analytics Best Practices in Establishing an Analytics Value Chain Jaime Fitzgerald Founder & Managing Partner Fitzgerald Analytics Jaime Fitzgerald - Introduction Advisor on: Turning
More information