(1) Determining the evaluation criteria for selecting implementation partners for MDM, RDM and Data Governance projects
(2) Identifying which partners are market leaders in your industry & your chosen software technologies
(3) Managing the partner relationship – esp. avoiding “brain drain” & inflationary “blended rates”
Conference Chairman Keynote & Welcome
Capitalizing on MDM in Times of Crisis
Aaron Zornes, Founder & Chief Research Officer, The MDM Institute
--------------------------------------------------------------------------------
MDM is particularly important in today’s increasingly complex and harsh global business landscape – in part due to increasingly demanding suppliers, trading partners, customers … as well as financial challenges and government regulations. Despite the current economic crisis, analyst firms have declared MDM to be “recession proof” as businesses strive to dramatically reduce costs, meet compliance reporting mandates, deliver increased sales and marketing effectiveness, and provide superior service to customers and suppliers. MDM and its variants – customer data integration (CDI), product information management (PIM), and data governance – all significantly contribute to these tactical business priorities.
Research analysts at the MDM Institute annually produce a set of twelve milestones for their MDM Road Map to help Global 5000 enterprises focus efforts for their own large-scale, mission-critical MDM projects. This keynote will focus on this set of strategic planning assumptions and present an enlightening view of the key trends and issues facing IT organizations during 2009-10 and beyond by highlighting:
Understanding the impact of MDM market momentum, maturation, and consolidation
Coping with the skills shortage for data governance, MDM project leadership, & enterprise architecture
Identifying the essential (vs. desirable) features of an enterprise-strength MDM solution
MDM, Data Governance, RDM Solution Providers 'that matter' analyst field r...Aaron Zornes
Field Reports for 'Top 20' MDM & Data Governance Consultancies
(subtitle: Avoiding the Consultancy ‘Money Pit’)
As presented at 13th Annual MDM & Data Governance Summit
November 4-6, 2018 in New York City
Aaron Zornes
Chief Research Officer
The MDM Institute
aaron.zornes@the-MDM-Institute.com
www.linkedin.com/in/aaronzornes
http://twitter.com/azornes
Why Focus on “SI” Cost Component?
MDM projects typically incur substantial amt of systems integration in first 12-24 months as businesses wire data sources into enterprise's data hub
MDM Institute research finds G5000 enterprise spends average of $1.2 million for MDM software solutions - with addt’l investment of 3X-4X in SI services
Given substantial investment businesses undertake with SI partners, this must be scrutinized – not only in effort to contain costs, but also to insure success of this vital infrastructure investment
3Q2016 LinkedIn MDM, RDM & Data Governance special interest group analysisAaron Zornes
Review of the underlying data & influence potential of LinkedIn regarding specific MDM, RDM and Data Governance special interest groups
Includes links to the specific groups and their owners
Includes 204-15-16 data for comparative anbalysis
Analyst field reports on top 15 MDM solutions - Aaron Zornes (NYC 2021)Aaron Zornes
All you need to know to understand the "master data management" market -- which business uses cases and technology are key, and which solution providers (software & services) are essential
Conference Chairman Keynote & Welcome
Capitalizing on MDM in Times of Crisis
Aaron Zornes, Founder & Chief Research Officer, The MDM Institute
--------------------------------------------------------------------------------
MDM is particularly important in today’s increasingly complex and harsh global business landscape – in part due to increasingly demanding suppliers, trading partners, customers … as well as financial challenges and government regulations. Despite the current economic crisis, analyst firms have declared MDM to be “recession proof” as businesses strive to dramatically reduce costs, meet compliance reporting mandates, deliver increased sales and marketing effectiveness, and provide superior service to customers and suppliers. MDM and its variants – customer data integration (CDI), product information management (PIM), and data governance – all significantly contribute to these tactical business priorities.
Research analysts at the MDM Institute annually produce a set of twelve milestones for their MDM Road Map to help Global 5000 enterprises focus efforts for their own large-scale, mission-critical MDM projects. This keynote will focus on this set of strategic planning assumptions and present an enlightening view of the key trends and issues facing IT organizations during 2009-10 and beyond by highlighting:
Understanding the impact of MDM market momentum, maturation, and consolidation
Coping with the skills shortage for data governance, MDM project leadership, & enterprise architecture
Identifying the essential (vs. desirable) features of an enterprise-strength MDM solution
MDM, Data Governance, RDM Solution Providers 'that matter' analyst field r...Aaron Zornes
Field Reports for 'Top 20' MDM & Data Governance Consultancies
(subtitle: Avoiding the Consultancy ‘Money Pit’)
As presented at 13th Annual MDM & Data Governance Summit
November 4-6, 2018 in New York City
Aaron Zornes
Chief Research Officer
The MDM Institute
aaron.zornes@the-MDM-Institute.com
www.linkedin.com/in/aaronzornes
http://twitter.com/azornes
Why Focus on “SI” Cost Component?
MDM projects typically incur substantial amt of systems integration in first 12-24 months as businesses wire data sources into enterprise's data hub
MDM Institute research finds G5000 enterprise spends average of $1.2 million for MDM software solutions - with addt’l investment of 3X-4X in SI services
Given substantial investment businesses undertake with SI partners, this must be scrutinized – not only in effort to contain costs, but also to insure success of this vital infrastructure investment
3Q2016 LinkedIn MDM, RDM & Data Governance special interest group analysisAaron Zornes
Review of the underlying data & influence potential of LinkedIn regarding specific MDM, RDM and Data Governance special interest groups
Includes links to the specific groups and their owners
Includes 204-15-16 data for comparative anbalysis
Analyst field reports on top 15 MDM solutions - Aaron Zornes (NYC 2021)Aaron Zornes
All you need to know to understand the "master data management" market -- which business uses cases and technology are key, and which solution providers (software & services) are essential
Analyst field reports on top 20 multi domain MDM solutions - Aaron Zornes (NY...Aaron Zornes
“Top 10” MDM Evaluation Criteria
Data model
Business services
Identity resolution
Data governance
Architecture
Data management
Infrastructure
Analytics
Developer productivity
Vendor integrity
Analyst field reports on top 10 data governance solutions - Aaron Zornes (NYC...Aaron Zornes
All you need to know to understand the "data governance" market -- which business uses cases and technology are key, and which solution providers (software & services) are essential
Top 7 Capabilities for Next-Gen Master Data ManagementDATAVERSITY
This session will discuss how the master data management platforms are evolving to meet needs of digital economy. A modern master data management platform incorporates graph technology, infuses insights from the data using advanced analytics and ML, and offer big data scale performance in the cloud. Join this webinar to learn about these and other critical capabilities that power connected customer experience, compliance, and business alignment.
Reference matter data management:
Two categories of structured data :
Master data: is data associated with core business entities such as customer, product, asset, etc.
Transaction data: is the recording of business transactions such as orders in manufacturing, loan and credit card payments in banking, and product sales in retail.
Reference data: is any kind of data that is used solely to categorize other data found in a database, or solely for relating data in a database to information beyond the boundaries of the enterprise .
Raphael Colsent describes National Bank's path to implementing their enterprise-wide MDM. National Bank is mastering data from over 500 domains and supporting their Basel II, CRM, and BI applications with EBX5.
Reference:
Colsenet, Raphael "National Bank MDM Initiative,"
Presentation from 2011 MDM and Data Governance Summit in Toronto, Canada, June 2011.
Mike Ferguson, managing director of Intelligent Business Strategies, highlights his top ten worst practices in Master Data Management (MDM) in this Information Builders webinar slideshow.
MDM Institute: Why is Reference data mission critical now?Orchestra Networks
Learn why market-leading enterprises are focusing on RDM in this exclusive webinar from MDM research analyst Aaron Zornes
More than 55% of large enterprises surveyed by the MDM Institute are planning on implementing reference data management (RDM) in the next 18 months.
Why is RDM mission critical today?
How does RDM differ from (how is it similar to) MDM?
What are the top business drivers for RDM?
What are the “top 10” technical evaluation criteria?
Where are most organizations focusing their RDM efforts?
Aaron Zornes, Chief Research Officer of the MDM Institute, answers these questions and more when he reveals findings from the first ever RDM market study based on a 1Q2014 survey of 75+ global 5000 size enterprises.
Master data management (mdm) & plm in context of enterprise product managementTata Consultancy Services
The presentation discusses the classical features and advantages of Master Data Management (MDM) system along with appropriate situations to use it. How do companies apply MDM who design, manufacture and sell their products in several geographies facing challenges in making appropriate decisions on their investment in PLM & MDM space?
Another important aspect covers the comparison/relation between a MDM system (or Product Master System) and Enterprise PLM system. How can you maximize your ROI on both PLM and MDM investments? With examples from different industries the key takeaways include whether your organization requires an MDM solution or not.
Suresh Menon, Vice President, Product Management - Information Quality Solutions at Informatica, shares how to master your data and your business from the 2015 Informatica Government Summit.
Master Data Management: Extracting Value from Your Most Important Intangible ...FindWhitePapers
This SAP Insight explores the importance of master data and the barriers to achieving sound master data, describes the ideal master data management solution, and explains the value and benefits of effective management of master data.
Reference data management in financial services industryNIIT Technologies
This white paper analyse s the need for Reference Data Management in the financial services industry and elucidates the challenges associated with its implementation. The paper also focuses on the critical elements of RDM implementation and some of the major benefits an organization can derive by implementing a robust Reference Data Management into its IT infrastructure.
7th Cloud Computing & Big Data Summit - 2013"
Greetings from Virtue Insight,
I am happy to invite you and your colleagues to be a sponsor/ delegate for our upcoming “7th Cloud Computing & Big Data 2013” The conference will be held on 11th & 12th December 2013, Matthan Hotel, Bangalore, India. Should you have any questions, or to receive the updated event brochure or sponsorship details, please let me know don’t delay! Secure your place today by calling me on +91 9171350244, Email – deepak@virtueinsight.com, deepakrajvirtueinsight@gmail.com
Thanks & Regards,
Deepak Raj
Analyst field reports on top 20 multi domain MDM solutions - Aaron Zornes (NY...Aaron Zornes
“Top 10” MDM Evaluation Criteria
Data model
Business services
Identity resolution
Data governance
Architecture
Data management
Infrastructure
Analytics
Developer productivity
Vendor integrity
Analyst field reports on top 10 data governance solutions - Aaron Zornes (NYC...Aaron Zornes
All you need to know to understand the "data governance" market -- which business uses cases and technology are key, and which solution providers (software & services) are essential
Top 7 Capabilities for Next-Gen Master Data ManagementDATAVERSITY
This session will discuss how the master data management platforms are evolving to meet needs of digital economy. A modern master data management platform incorporates graph technology, infuses insights from the data using advanced analytics and ML, and offer big data scale performance in the cloud. Join this webinar to learn about these and other critical capabilities that power connected customer experience, compliance, and business alignment.
Reference matter data management:
Two categories of structured data :
Master data: is data associated with core business entities such as customer, product, asset, etc.
Transaction data: is the recording of business transactions such as orders in manufacturing, loan and credit card payments in banking, and product sales in retail.
Reference data: is any kind of data that is used solely to categorize other data found in a database, or solely for relating data in a database to information beyond the boundaries of the enterprise .
Raphael Colsent describes National Bank's path to implementing their enterprise-wide MDM. National Bank is mastering data from over 500 domains and supporting their Basel II, CRM, and BI applications with EBX5.
Reference:
Colsenet, Raphael "National Bank MDM Initiative,"
Presentation from 2011 MDM and Data Governance Summit in Toronto, Canada, June 2011.
Mike Ferguson, managing director of Intelligent Business Strategies, highlights his top ten worst practices in Master Data Management (MDM) in this Information Builders webinar slideshow.
MDM Institute: Why is Reference data mission critical now?Orchestra Networks
Learn why market-leading enterprises are focusing on RDM in this exclusive webinar from MDM research analyst Aaron Zornes
More than 55% of large enterprises surveyed by the MDM Institute are planning on implementing reference data management (RDM) in the next 18 months.
Why is RDM mission critical today?
How does RDM differ from (how is it similar to) MDM?
What are the top business drivers for RDM?
What are the “top 10” technical evaluation criteria?
Where are most organizations focusing their RDM efforts?
Aaron Zornes, Chief Research Officer of the MDM Institute, answers these questions and more when he reveals findings from the first ever RDM market study based on a 1Q2014 survey of 75+ global 5000 size enterprises.
Master data management (mdm) & plm in context of enterprise product managementTata Consultancy Services
The presentation discusses the classical features and advantages of Master Data Management (MDM) system along with appropriate situations to use it. How do companies apply MDM who design, manufacture and sell their products in several geographies facing challenges in making appropriate decisions on their investment in PLM & MDM space?
Another important aspect covers the comparison/relation between a MDM system (or Product Master System) and Enterprise PLM system. How can you maximize your ROI on both PLM and MDM investments? With examples from different industries the key takeaways include whether your organization requires an MDM solution or not.
Suresh Menon, Vice President, Product Management - Information Quality Solutions at Informatica, shares how to master your data and your business from the 2015 Informatica Government Summit.
Master Data Management: Extracting Value from Your Most Important Intangible ...FindWhitePapers
This SAP Insight explores the importance of master data and the barriers to achieving sound master data, describes the ideal master data management solution, and explains the value and benefits of effective management of master data.
Reference data management in financial services industryNIIT Technologies
This white paper analyse s the need for Reference Data Management in the financial services industry and elucidates the challenges associated with its implementation. The paper also focuses on the critical elements of RDM implementation and some of the major benefits an organization can derive by implementing a robust Reference Data Management into its IT infrastructure.
7th Cloud Computing & Big Data Summit - 2013"
Greetings from Virtue Insight,
I am happy to invite you and your colleagues to be a sponsor/ delegate for our upcoming “7th Cloud Computing & Big Data 2013” The conference will be held on 11th & 12th December 2013, Matthan Hotel, Bangalore, India. Should you have any questions, or to receive the updated event brochure or sponsorship details, please let me know don’t delay! Secure your place today by calling me on +91 9171350244, Email – deepak@virtueinsight.com, deepakrajvirtueinsight@gmail.com
Thanks & Regards,
Deepak Raj
Best practices to build a sustainable data lake on cloud - Impetus WebinarImpetus Technologies
Creating new data lakes or migrating existing ones on the cloud has been a de-facto trend. With reduced costs and agile infrastructure, it is easier to derive business value on the cloud.
While there are so many choices for architecture, tech stack, and solutions available on various platforms to fit your use case, it is imperative to consider the key mantras and lifeline principles that will help you succeed in your cloud data lake journey.
In this webinar, we share the best practices and the key considerations that will help you build a robust data lake architecture on the cloud.
To view the webinar - visit https://bit.ly/2sG8BAp
This presentation will cover the definition of Master Data Management, describe potential MDM hub architectures, outline 5 essential elements of MDM, and describe 11 real-world best practices for MDM and data governance, based on years of experience in the field.
value and implications of master data management.pptxMuhammad Khalid
A consistent and uniform set of identifiers and attributes that describe the core entities of the enterprise, and are used across multiple business processes.
These slides—based on the webinar hosted by EMA Research and Centerity—provide insights into EMA’s Radar Report, “AIOps: A Guide for Investing in Innovation.” You will learn how AIOps deployments are evolving to deliver critical, strategic benefits across a diversity of use cases and verticals.
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationDenodo
Watch full webinar here: https://bit.ly/3sumuL5
Join KashTech and Denodo to discover how Data Virtualization can help accelerate your time-to-value from data while reducing the costs at the same time.
Gartner has predicted that organizations using Data Virtualization will spend 40% less on data integration than those using traditional technologies. Denodo customers have experienced time-to-deliver improvements of up to 90% within their data provisioning processes and cost savings of 50% or more. As Rod Tidwell (Cuba Gooding Jr.) said in the movie 'Jerry Maguire', "Show me the money!"
Register to attend and learn how Data Virtualization can:
- Accelerate the delivery of data to users
- Drive digital transformation initiatives
- Reduce project costs and timelines
- Quickly deliver value to your organization
A presentation from Benchmark Consulting describing the role Business Architecture can play in achieving Digital Government transformation through legacy modernization.
Hybrid Architecture - Is Cloud the Inevitable Best Practice?Christopher Reece
Here's a deep dive into the spectrum of options for data center expansion and how different data center scenarios fit into, and across, the different options. These include renovating an existing site, building custom, and adding a modular unit.
Get ahead of the cloud or get left behindMatt Mandich
An enterprise cloud computing strategy results in:
Broad consensus on goals and expected results of moving select processes to the cloud
Standardized, consistent approach to evaluating the benefits and challenges of cloud projects
Clear requirements for the negotiation and monitoring of partnerships with cloud service providers
Understanding and consensus on the enabling and managing role IT will play in future cloud initiatives
Goals and a roadmap for transforming internal IT from asset managers to service broker
Master Data Management (MDM) for Mid-MarketVivek Mishra
Over the years, MDM has catered to the data requirements of big players or large organizations. But in last few years due to its benefits, small and medium businesses (SMBs) are moving towards MDM to organize, categorize, and localize their master data according to the scale of operations and business processes.
Checkout our whitepaper to learn how master data management (MDM) can help you refine your data for optimal data usage. Discover the essential features of a successful MDM software, and explore how MDM can help improve your organization’s data quality, business insight, and more.
MLOps - Getting Machine Learning Into ProductionMichael Pearce
Creating autonomy and self-sufficiency by giving people what they need in order to do the things they need to do! What gets in the way, and how can we overcome those barriers? How do we get started quickly, effectively and safely? We'll come together to look at what MLOps entails, some of the tools available and what common MLOps pipelines look like.
Leading IT analyst firm Enterprise Management Associates (EMA) indicates that effective deployments of configuration management databases (CMDBs) or federated configuration management systems (CMSs) strongly correlate with success in digital and IT transformation. This fact may come as a surprise given the current industry hype to the contrary, but the reasons for having effective, dynamic and relevant service modeling systems could never be greater.
These slides, based on the webinar hosted by EMA and Micro Focus, draw on extensive EMA research and consulting to show exactly why and how this is true.
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Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Analyst field reports on top 20 MDM and Data Governance implementation partners - Aaron Zornes (NYC 2021)
1. Field Reports for
'Top 20' MDM & DG Consultancies:
(subtitle: Avoiding the Consultancy ‘Money Pit’)
16th Annual MDM & Data Governance Summit
2021 date t.b.d. NYC
Aaron Zornes
Chief Research Officer
The MDM Institute
aaron.zornes@the-MDM-Institute.com
www.linkedin.com/in/aaronzornes
http://twitter.com/azornes