There’s growing recognition in the analyst community that reference data is a form of master data that requires its own governance. Locations, currency codes, financial accounts, and organizational hierarchies are so widely used in an organization that mismatches can result in: reconciliation issues, poor quality analytics or even transactional failures.
While it’s easy to see how poor reference data management (RDM) can cause problems, many companies struggle with determining how to get started. Multiple questions arise: What’s the scope? How should one choose between RDM solutions? How do I compute ROI? To answer these questions and more, Orchestra Networks teamed up with Aaron Zornes, Chief Research Office of the MDM Institute and Godfather of MDM, for: Everything you ever wanted to know about Reference Data (but were afraid to ask).
In this hour long webcast featuring Aaron Zornes (MDM Institute) and Conrad Chuang (Orchestra Networks) you will learn the:
Characteristics of reference data,
Key features of a reference data management (RDM) solution,
Lessons learned RDM implementations,
and more
Reference data is something we often encounter in our projects. In our experience, it is often underestimated and does not get enough attention. In the webinar, we want to make you aware of some interesting aspects of ‘reference data’ such as how it relates to MDM, which it’s often mixed with.
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.
Tackling Data Quality problems requires more than a series of tactical, one-off improvement projects. By their nature, many Data Quality problems extend across and often beyond an organization. Addressing these issues requires a holistic architectural approach combining people, process, and technology. Join Nigel Turner and Donna Burbank as they provide practical ways to control Data Quality issues in your organization.
Data modelling is considered a staple in the world of data management. The skill of the data modeler and their knowledge of the business plays a large role in successful Enterprise Information Management across many organizations. Data modeling requires formal accountability, attention to metadata and getting the business heavily involved in data requirement development. These are all traits of solid Data Governance programs.
Join Bob Seiner and a special guest modeler extraordinaire in this month’s installment of Real-World Data Governance to discuss data modeling as a form of data governance. Learn how to use the skillfulness of the data modeler to advance data-as-an-asset and governance agendas while conveying the importance and value of both disciplines.
In this webinar Bob and a special guest will talk about:
•Data Modeling as Art or Science
•Role of Data Modeler in a Governance Program
•Data Modeler Skills as Governance Skills
•Modeling and Governance Best Practices
•Leveraging the Model as a Governance Artifact
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 .
Reference data is something we often encounter in our projects. In our experience, it is often underestimated and does not get enough attention. In the webinar, we want to make you aware of some interesting aspects of ‘reference data’ such as how it relates to MDM, which it’s often mixed with.
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.
Tackling Data Quality problems requires more than a series of tactical, one-off improvement projects. By their nature, many Data Quality problems extend across and often beyond an organization. Addressing these issues requires a holistic architectural approach combining people, process, and technology. Join Nigel Turner and Donna Burbank as they provide practical ways to control Data Quality issues in your organization.
Data modelling is considered a staple in the world of data management. The skill of the data modeler and their knowledge of the business plays a large role in successful Enterprise Information Management across many organizations. Data modeling requires formal accountability, attention to metadata and getting the business heavily involved in data requirement development. These are all traits of solid Data Governance programs.
Join Bob Seiner and a special guest modeler extraordinaire in this month’s installment of Real-World Data Governance to discuss data modeling as a form of data governance. Learn how to use the skillfulness of the data modeler to advance data-as-an-asset and governance agendas while conveying the importance and value of both disciplines.
In this webinar Bob and a special guest will talk about:
•Data Modeling as Art or Science
•Role of Data Modeler in a Governance Program
•Data Modeler Skills as Governance Skills
•Modeling and Governance Best Practices
•Leveraging the Model as a Governance Artifact
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 .
Strategic Business Requirements for Master Data Management SystemsBoris Otto
This presentation describes strategic business requirements of master data management (MDM) systems. The requirements were developed in a consortium research approach by the Institute of Information Management at the University of St. Gallen, Switzerland, and 20 multinational enterprises.
The presentation was given at the 17th Amercias Conference on Information Systems (AMCIS 2011) in Detroit, MI.
The research paper on which this presentation is based on can be found here: http://www.alexandria.unisg.ch/Publikationen/Zitation/Boris_Otto/177697
Business Intelligence & Data Analytics– An Architected ApproachDATAVERSITY
Business intelligence (BI) and data analytics are increasing in popularity as more organizations are looking to become more data-driven. Many tools have powerful visualization techniques that can create dynamic displays of critical information. To ensure that the data displayed on these visualizations is accurate and timely, a strong Data Architecture is needed. Join this webinar to understand how to create a robust Data Architecture for BI and data analytics that takes both business and technology needs into consideration.
Master Data Management – Aligning Data, Process, and GovernanceDATAVERSITY
Master Data Management (MDM) provides organizations with an accurate and comprehensive view of their business-critical data such as customers, products, vendors, and more. While mastering these key data areas can be a complex task, the value of doing so can be tremendous – from real-time operational integration to data warehousing and analytic reporting. This webinar will provide practical strategies for gaining value from your MDM initiative, while at the same time assuring a solid architectural and governance foundation that will ensure long-term, enterprise-wide success.
To take a “ready, aim, fire” tactic to implement Data Governance, many organizations assess themselves against industry best practices. The process is not difficult or time-consuming and can directly assure that your activities target your specific needs. Best practices are always a strong place to start.
Join Bob Seiner for this popular RWDG topic, where he will provide the information you need to set your program in the best possible direction. Bob will walk you through the steps of conducting an assessment and share with you a set of typical results from taking this action. You may be surprised at how easy it is to organize the assessment and may hear results that stimulate the actions that you need to take.
In this webinar, Bob will share:
- The value of performing a Data Governance best practice assessment
- A practical list of industry Data Governance best practices
- Criteria to determine if a practice is best practice
- Steps to follow to complete an assessment
- Typical recommendations and actions that result from an assessment
Customer Event Hub - the modern Customer 360° viewGuido Schmutz
Today, companies are using various channels to communicate with their customers. As a consequence, a lot of data is created, more and more also outside of the traditional IT infrastructure of an enterprise. This data often does not have a common format and they are continuously created with ever increasing volume. With Internet of Things (IoT) and their sensors, the volume as well as the velocity of data just gets more extreme.
To achieve a complete and consistent view of a customer, all these customer-related information has to be included in a 360 degree view in a real-time or near-real-time fashion. By that, the Customer Hub will become the Customer Event Hub. It constantly shows the actual view of a customer over all his interaction channels and provides an enterprise the basis for a substantial and effective customer relation.
In this presentation the value of such a platform is shown and how it can be implemented.
Webinar: How Banks Manage Reference Data with MongoDBMongoDB
Managing and distributing reference data globally has always been a challenge for financial institutions. Managing and maintaining database schemas while integrating and replicating that data across geographies is costly and time consuming. MongoDB's native replication capabilities and partitioned architecture make it simple to distribute and synchronize data efficiently across the globe. MongoDB’s dynamic schema dramatically reduces database maintenance for schema migrations – data structure changes can be applied with no down time, and with no impact to existing applications.
Activate Data Governance Using the Data CatalogDATAVERSITY
Data Governance programs depend on the activation of data stewards that are held formally accountable for how they manage data. The data catalog is a critical tool to enable your stewards to contribute and interact with an inventory of metadata about the data definition, production, and usage. This interaction is active Data Governance in the truest sense of the word.
In this RWDG webinar, Bob Seiner will share tips and techniques focused on activating your data stewards through a data catalog. Data Governance programs that involve stewards in daily activities are more likely to demonstrate value from their data-intensive investments.
Bob will address the following in this webinar:
- A comparison of active and passive Data Governance
- What it means to have an active Data Governance program
- How a data catalog tool can be used to activate data stewards
- The role a data catalog plays in Data Governance
- The metadata in the data catalog will not govern itself
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...DATAVERSITY
A solid data architecture is critical to the success of any data initiative. But what is meant by “data architecture”? Throughout the industry, there are many different “flavors” of data architecture, each with its own unique value and use cases for describing key aspects of the data landscape. Join this webinar to demystify the various architecture styles and understand how they can add value to your organization.
Describes what Enterprise Data Architecture in a Software Development Organization should cover and does that by listing over 200 data architecture related deliverables an Enterprise Data Architect should remember to evangelize.
DAS Slides: Data Governance - Combining Data Management with Organizational ...DATAVERSITY
Data Governance is both a technical and an organizational discipline, and getting Data Governance right requires a combination of Data Management fundamentals aligned with organizational change and stakeholder buy-in. Join Nigel Turner and Donna Burbank as they provide an architecture-based approach to aligning business motivation, organizational change, Metadata Management, Data Architecture and more in a concrete, practical way to achieve success in your organization.
Driving Data Intelligence in the Supply Chain Through the Data Catalog at TJXDATAVERSITY
Roles and responsibilities are a critical component of every Data Governance program. Building a set of roles that are practical and that will not interfere with people’s “day jobs” is an important consideration that will influence how well your program is adopted. This tutorial focuses on sharing a proven model guaranteed to represent your organization.
Join Bob Seiner for this lively webinar where he will dissect a complete Operating Model of Roles and Responsibilities that encompasses all levels of the organization. Seiner will detail the roles and describe the most effective way to associate people with the roles. You will walk out of this webinar with a model to apply to your organization.
In this session Bob will share:
- The five levels of Data Governance roles
- A proven Operating Model of Roles and Responsibilities
- How to customize the model to meet your requirements
- Setting appropriate role expectations
- How to operationalize the roles and demonstrate value
A framework that discusses the various elements of Data Monetization framework that could be leveraged by organizations to improve their Information Management Journey.
Data Modeling, Data Governance, & Data QualityDATAVERSITY
Data Governance is often referred to as the people, processes, and policies around data and information, and these aspects are critical to the success of any data governance implementation. But just as critical is the technical infrastructure that supports the diverse data environments that run the business. Data models can be the critical link between business definitions and rules and the technical data systems that support them. Without the valuable metadata these models provide, data governance often lacks the “teeth” to be applied in operational and reporting systems.
Join Donna Burbank and her guest, Nigel Turner, as they discuss how data models & metadata-driven data governance can be applied in your organization in order to achieve improved data quality.
Overcoming the Challenges of your Master Data Management JourneyJean-Michel Franco
This Presentaion runs you through all the key steps of an MDM initiative. It considers and showcase the key milestones and building blocks that you will have to roll-out to make your MDM
journey
-> Please contact Talend for a dedicated interactive sessions with a storyboard by customer domain
Strategic Business Requirements for Master Data Management SystemsBoris Otto
This presentation describes strategic business requirements of master data management (MDM) systems. The requirements were developed in a consortium research approach by the Institute of Information Management at the University of St. Gallen, Switzerland, and 20 multinational enterprises.
The presentation was given at the 17th Amercias Conference on Information Systems (AMCIS 2011) in Detroit, MI.
The research paper on which this presentation is based on can be found here: http://www.alexandria.unisg.ch/Publikationen/Zitation/Boris_Otto/177697
Business Intelligence & Data Analytics– An Architected ApproachDATAVERSITY
Business intelligence (BI) and data analytics are increasing in popularity as more organizations are looking to become more data-driven. Many tools have powerful visualization techniques that can create dynamic displays of critical information. To ensure that the data displayed on these visualizations is accurate and timely, a strong Data Architecture is needed. Join this webinar to understand how to create a robust Data Architecture for BI and data analytics that takes both business and technology needs into consideration.
Master Data Management – Aligning Data, Process, and GovernanceDATAVERSITY
Master Data Management (MDM) provides organizations with an accurate and comprehensive view of their business-critical data such as customers, products, vendors, and more. While mastering these key data areas can be a complex task, the value of doing so can be tremendous – from real-time operational integration to data warehousing and analytic reporting. This webinar will provide practical strategies for gaining value from your MDM initiative, while at the same time assuring a solid architectural and governance foundation that will ensure long-term, enterprise-wide success.
To take a “ready, aim, fire” tactic to implement Data Governance, many organizations assess themselves against industry best practices. The process is not difficult or time-consuming and can directly assure that your activities target your specific needs. Best practices are always a strong place to start.
Join Bob Seiner for this popular RWDG topic, where he will provide the information you need to set your program in the best possible direction. Bob will walk you through the steps of conducting an assessment and share with you a set of typical results from taking this action. You may be surprised at how easy it is to organize the assessment and may hear results that stimulate the actions that you need to take.
In this webinar, Bob will share:
- The value of performing a Data Governance best practice assessment
- A practical list of industry Data Governance best practices
- Criteria to determine if a practice is best practice
- Steps to follow to complete an assessment
- Typical recommendations and actions that result from an assessment
Customer Event Hub - the modern Customer 360° viewGuido Schmutz
Today, companies are using various channels to communicate with their customers. As a consequence, a lot of data is created, more and more also outside of the traditional IT infrastructure of an enterprise. This data often does not have a common format and they are continuously created with ever increasing volume. With Internet of Things (IoT) and their sensors, the volume as well as the velocity of data just gets more extreme.
To achieve a complete and consistent view of a customer, all these customer-related information has to be included in a 360 degree view in a real-time or near-real-time fashion. By that, the Customer Hub will become the Customer Event Hub. It constantly shows the actual view of a customer over all his interaction channels and provides an enterprise the basis for a substantial and effective customer relation.
In this presentation the value of such a platform is shown and how it can be implemented.
Webinar: How Banks Manage Reference Data with MongoDBMongoDB
Managing and distributing reference data globally has always been a challenge for financial institutions. Managing and maintaining database schemas while integrating and replicating that data across geographies is costly and time consuming. MongoDB's native replication capabilities and partitioned architecture make it simple to distribute and synchronize data efficiently across the globe. MongoDB’s dynamic schema dramatically reduces database maintenance for schema migrations – data structure changes can be applied with no down time, and with no impact to existing applications.
Activate Data Governance Using the Data CatalogDATAVERSITY
Data Governance programs depend on the activation of data stewards that are held formally accountable for how they manage data. The data catalog is a critical tool to enable your stewards to contribute and interact with an inventory of metadata about the data definition, production, and usage. This interaction is active Data Governance in the truest sense of the word.
In this RWDG webinar, Bob Seiner will share tips and techniques focused on activating your data stewards through a data catalog. Data Governance programs that involve stewards in daily activities are more likely to demonstrate value from their data-intensive investments.
Bob will address the following in this webinar:
- A comparison of active and passive Data Governance
- What it means to have an active Data Governance program
- How a data catalog tool can be used to activate data stewards
- The role a data catalog plays in Data Governance
- The metadata in the data catalog will not govern itself
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...DATAVERSITY
A solid data architecture is critical to the success of any data initiative. But what is meant by “data architecture”? Throughout the industry, there are many different “flavors” of data architecture, each with its own unique value and use cases for describing key aspects of the data landscape. Join this webinar to demystify the various architecture styles and understand how they can add value to your organization.
Describes what Enterprise Data Architecture in a Software Development Organization should cover and does that by listing over 200 data architecture related deliverables an Enterprise Data Architect should remember to evangelize.
DAS Slides: Data Governance - Combining Data Management with Organizational ...DATAVERSITY
Data Governance is both a technical and an organizational discipline, and getting Data Governance right requires a combination of Data Management fundamentals aligned with organizational change and stakeholder buy-in. Join Nigel Turner and Donna Burbank as they provide an architecture-based approach to aligning business motivation, organizational change, Metadata Management, Data Architecture and more in a concrete, practical way to achieve success in your organization.
Driving Data Intelligence in the Supply Chain Through the Data Catalog at TJXDATAVERSITY
Roles and responsibilities are a critical component of every Data Governance program. Building a set of roles that are practical and that will not interfere with people’s “day jobs” is an important consideration that will influence how well your program is adopted. This tutorial focuses on sharing a proven model guaranteed to represent your organization.
Join Bob Seiner for this lively webinar where he will dissect a complete Operating Model of Roles and Responsibilities that encompasses all levels of the organization. Seiner will detail the roles and describe the most effective way to associate people with the roles. You will walk out of this webinar with a model to apply to your organization.
In this session Bob will share:
- The five levels of Data Governance roles
- A proven Operating Model of Roles and Responsibilities
- How to customize the model to meet your requirements
- Setting appropriate role expectations
- How to operationalize the roles and demonstrate value
A framework that discusses the various elements of Data Monetization framework that could be leveraged by organizations to improve their Information Management Journey.
Data Modeling, Data Governance, & Data QualityDATAVERSITY
Data Governance is often referred to as the people, processes, and policies around data and information, and these aspects are critical to the success of any data governance implementation. But just as critical is the technical infrastructure that supports the diverse data environments that run the business. Data models can be the critical link between business definitions and rules and the technical data systems that support them. Without the valuable metadata these models provide, data governance often lacks the “teeth” to be applied in operational and reporting systems.
Join Donna Burbank and her guest, Nigel Turner, as they discuss how data models & metadata-driven data governance can be applied in your organization in order to achieve improved data quality.
Overcoming the Challenges of your Master Data Management JourneyJean-Michel Franco
This Presentaion runs you through all the key steps of an MDM initiative. It considers and showcase the key milestones and building blocks that you will have to roll-out to make your MDM
journey
-> Please contact Talend for a dedicated interactive sessions with a storyboard by customer domain
MDM & RDM: Enabling a One Company Supply Chain in a Decentralized EnvironmentOrchestra Networks
Presented @ MDM/DG Summit NYC 2015 (Oct 6, 2015)
In this presentation Lydia Tilsley (UTC Operations) and Larry Keyser (UTCHQ IT) from the United Technologies Corporation (UTC) describe how reference and master data management is being used to support UTC's "One Supply Chain" initiatives at UTC.
The key principle behind buying a company is to create shareholder value over and above that of the sum of the two companies. Two companies together are more valuable than two separate companies - at least, that's the reasoning behind M&A.
The latest annual energy risk report issued by the U.S. Chamber of Commerce. The report shows the U.S. has jumped up the list by two spots in the world's top 25 largest energy users. The jump up the list means the U.S. continues to improve its energy security.
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.
How to identify the correct Master Data subject areas & tooling for your MDM...Christopher Bradley
1. What are the different Master Data Management (MDM) architectures?
2. How can you identify the correct Master Data subject areas & tooling for your MDM initiative?
3. A reference architecture for MDM.
4. Selection criteria for MDM tooling.
chris.bradley@dmadvisors.co.uk
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
The Comprehensive Approach: A Unified Information ArchitectureInside Analysis
The Briefing Room with Richard Hackathorn and Teradata
Slides from the Live Webcast on May 29, 2012
The worlds of Business Intelligence (BI) and Big Data Analytics can seem at odds, but only because we have yet to fully experience comprehensive approach to managing big data – a Unified Big Data Architecture. The dynamics continue to change as vendors begin to emphasize the importance of leveraging SQL, engineering and operational skills, as well as incorporating novel uses of MapReduce to improve distributed analytic processing.
Register for this episode of The Briefing Room to learn the value of taking a strategic approach for managing big data from veteran BI and data warehouse consultant Richard Hackathorn. He'll be briefed by Chris Twogood of Teradata, who will outline his company's recent advances in bridging the gap between Hadoop and SQL to unlock deeper insights and explain the role of Teradata Aster and SQL-MapReduce as a Discovery Platform for Hadoop environments.
For more information visit: http://www.insideanalysis.com
Watch us on YouTube: http://www.youtube.com/playlist?list=PL5EE76E2EEEC8CF9E
Karya develops mobile application services that fits the unique needs of your business. Our Mobile Application Services helps the users to better utilize the power of Mobile Technology.
Analyst field reports on top 20 MDM and Data Governance implementation partne...Aaron Zornes
(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”
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
The Oil and Gas industry is evolving rapidly. This is why SBM Offshore has launched an enterprise-wide program to redefine its way of working. In this presentation René Meijers, the Head of Data and Information Management at SBM Offshore, will provide an overview of their entire multidomain MDM program.
Presentation at Master Data Management 2015, Helsinki, FINLAND
VAASAN product master data consolidation
- Master data challenges at VAASAN
- Pre-study and tool selection - why we chose EBX5
- Global solution presentation
- Achieved Benefits and lessons learned
Speaker: Natalia Kopeykin, Service Manager, Business Support systems, VAASAN Group
In this case study, hear how The United Technologies Corporation, a globally distributed, Fortune 500 company manages their Oracle Hyperion EPM metadata using Orchestra Networks’ cost-effective, Oracle DRM alternative: EBX5. Also learn how UTC is creating much more value from their Oracle EPM applications by sharing dimensions (such as entities) with their entire finance application ecosystem. The goal, consistency across all financial applications and hierarchies for controls, tax, tax provision and more. The session will also cover practical issues: data exchange with HFM, governance, workflow and hierarchy management.
Sabre is a technology solutions provider to the global travel and tourism industry, encompassing four business units: Sabre Airlines Solutions, Sabre Travel Network, Sabre Hospitality Solutions and Travelocity. Sabre provides software to travel agencies, corporations, travelers, airlines, hotels, rental car, rail, cruise and tour operator companies. Divisions within each of these groups also service the business or corporate travel market. Sabre grew out of American Airlines and was spun off with an IPO in 2000 and currently employs approximately 10,000 people in 60 countries. In addition to managing the business processes and reporting across the four divisions, the IT group has been tasked to provide an agile architecture to accommodate M&A opportunities in the hospitality industry. Clearly, one of the biggest opportunities for leverage of corporate information assets is travel-related “public” and “private” reference data. Critical to the launch of such a program is to answer the key question “Why after all this time do we need RDM?” This session will provide insights and best practices concerning the establishment of an enterprise RDM program in a large global enterprise by discussing topics such as:
– Establishing the business value of an enterprise RDM program (“Hello, Houston … we have a problem”)
– Overcoming the cultural & territorial obstacles by selling change as a compelling argument for RDM (“Shift Happens”)
– Futureproofing the enterprise RDM program solution, outcome & direction (“What we didn’t think about”)
Mastering Oracle® Hyperion EPM Metadata in a distributed organizationOrchestra Networks
In this case study from Kscope14, hear how The United Technologies Corporation, a globally distributed, Fortune 500 company manages their Oracle Hyperion EPM metadata using Orchestra Networks’ cost-effective, DRM alternative: MDM for Oracle Hyperion EPM. The session covered practical issues: data exchange with HFM, governance, workflow. Also discussed, how other alternatives compare and their key differences.
Acolyance (€522M+revenues) is a leading French agriculture and wine cooperative serving a network of 3,500 agriculture members and 7,000 wine producers. Management is very focused on innovation and is preparing a large-scale transformation for 2014 wherein ERP will be deployed to support most of business processes (finance, accounting, harvest, retailing, procurement, sales, …). Unlike traditional viewpoints with ERP systems as the solution to manage all master data within their perimeter because they were intended to be *the* company core system, Acolyance has decided to make its master data program a prerequisite of its ERP implementation. By having an MDM approach synchronized with the ERP strategy, Acolyance is convinced that ERP will be able to concentrate on its core business processes and to deliver quicker and better. Additionally, MDM enlarges the ERP scope by facilitating collaboration with trading partners. In this session, topics to be discussed include:
- Applying MDM as a key approach to secure ERP implementation projects
- Leveraging MDM to fill in functional weaknesses of ERP systems
- Using MDM to facilitate the update cycle of master data that cannot be updated directly in production systems without ERP customization
Accurate BI &MDM Lead to successful Project Execution!Orchestra Networks
McDermott International’s global CIO describes why MDM is vital for accurate reporting, BI and big data analytics.
Presented at Gartner Enterprise Information and Master Data Management Summit, Las Vegas.
McDermott is an engineering and construction company focused on oil and gas field development projects. McDermott PARS (Project Analytics and Reporting System) supports project delivery with reports that integrate information from across the enterprise. At the heart of PARS: an MDM that manages the relationships–between domains, applications and time–required for accurate reporting and analytics.
Driving Multidomain MDM simultaneously to ERP harmonizationOrchestra Networks
Presentation at the Gartner Master Data Management Summit Europe, Barcelona, February 7th, 2013
Learn how Faurecia, a global leader in the automotive industry, delivered a multi- domain Master Data Management program across its business functions. Discover the benefits of MDM on top of a global SAP instance and multiple corporate systems.
UKOUG 2012 Metadata Management for Oracle Hyperion EPMOrchestra Networks
Orchestra Networks presentation at the UK Oracle User Group EPM & Hyperion conference on October 23, 2012. A streamlined approach to the management and governance of shared dimensions and hierarchies - the metadata for the Hyperion EPM Suite.
Orchestra Netwoks’ MDM for Oracle Hyperion EPM Applications is a single platform for managing all your dimensions and hierarchies. With built-in Oracle Hyperion models and unique hierarchy customization and management features - MDM for Hyperion provides you the tools you need to maintain dimensional consistency across organizational level, applications and time. With one-click integration to Hyperion Financial Management, Essbase and Planning, changes can be made once, in one place, rather than in multiple times in multiple HFM, Essbase or Planning instances.
Unlike manual alternatives such as spreadsheets, the fine grained permissions provides you the flexibility to maintain audit controls and permissions on all, some, or none of your Hyperion metadata. With the built-in-workflow, you can define business rules and processes that govern how the individuals in your organization work together to create your dimensions. Lastly, the version control engine enables you to retrieve (and rollback) to prior versions of your dimensions and prototype new or future editions.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
24. Technip: MDM / RDM essential to delivering
multi-billion € oil & gas projects
• Projects require coordination across multiple company and
functional areas
– Up to 16 Technip companies can be involved for one project
• Data coherence, sharing and timely availability are key
success factors
• Private and Public reference data
26. Adaptation / Customization essential to supporting
downstream applications
Same structure,
Different values
Child inherits
structure, but not
labels. Good where
same hierarchy is
Parent used globally and
only labels are
changed
Different
structure, Same
values
Child inherits values,
Different structure, but not structure.
Different values Good when
hierarchy is
Child partially inherits customized to fit
structure and values. functional area.
Good where hierarchy
and labels change
overseas, such as a
foreign subsidiary with
a different product
hierarchy
33. About Orchestra Networks
• Orchestra Networks is a leading Reference / Master
Data Management vendor.
• Sole focus is MDM/RDM Platform: EBX5
• Company founded in 2000
• Stable, privately-held
www.orchestranetworks.com/rdm