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Data Modeling is Data Governance

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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

Published in: Technology
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Data Modeling is Data Governance

  1. 1. 1 1 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International Real-World Data Governance Data Modeling is Data Governance Monthly Webinar Series Hosted by Dataversity Robert S. Seiner – KIK Consulting / TDAN.com September 17, 2015 – 2:00 p.m. EST with Special Guest – Dave Hay Robert S. Seiner KIK Consulting & Educational Services, LLC - KIKconsulting.com The Data Administration Newsletter, LLC - TDAN.com
  2. 2. 2 2 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Real-World Data Governance – Monthly Webinar Series – October 15 – Govern Metadata: Vocabulary, Dictionaries and Data – November 19 – Agile Data Governance: How to Apply Governance to Agile – December 17 – Data Governance and the Internet of Thing – Third Thursday at 2 pm EST – Register On-Line at TDAN.com or KIKConsulting.com – Produced by DATAVERSITY Data Modeling is Data Governance Upcoming RWDG Webinars
  3. 3. 3 3 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • The Data Administration Newsletter (TDAN.com): Partnership with DATAVERSITY September 2015 Issue Available Please register to Receive notices • KIKConsulting.com Home of Non-Invasive Data Governance™ Web-site Refurbished Data Modeling is Data Governance RWDG News
  4. 4. 4 4 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success ISBN 9781935504856 / Technics Publishing – September 2014 • DATAVERSITY Events Data Governance Financial Services 2015 Conference With DEBtech International – September 28-29 – Jersey City, NJ Considerations for Starting or Enhancing Financial Data Governance Program Enterprise DATAVERSITY 2015 Conference November 2-5 – Chicago, IL A Strategic Data Framework Based on Governance Best Practices
  5. 5. 5 5 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • David C. Hay – President of Essential Strategies International, a consulting firm specializing in helping companies use information architecture to enable them to take advantage of the latest technologies, plan their information systems, analyze requirements, and make systems a reality. – Author of several industry leading books on data modeling and data model patterns. – Expert at producing conceptual (semantic and architectural) data models as well as various kinds of process models. Data Modeling is Data Governance Special Guest My own DCH work of art. Top Ten TDAN.com Contributor ●
  6. 6. 6 6 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Data modeling 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. Data Modeling is Data Governance Abstract
  7. 7. 7 7 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • In this webinar Bob and Dave Hay 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 Data Modeling is Data Governance Abstract
  8. 8. 8 8 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Data Governance is the execution and enforcement of authority over the management of data and data-related assets. • Data Stewardship is the formalization of accountability for the management of data and data-related assets. • Data Modeling is the creation of graphic representations of the structure of an organization’s information and data Data Modeling is Data Governance Definitions ●
  9. 9. 9 9 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Non-Invasive Data Governance™ – The practice of: • applying formal accountability & behavior • through a non-invasive framework of roles & responsibilities • to existing and / or new processes • to assure that the definition, production & usage of data • improves regulatory compliance, security, privacy & protection. – Non-Invasive describes how governance is applied to assure non-threatening management of valuable data assets. – The goal is to be » Transparent » Supportive » Collaborative. Data Modeling is Data Governance Definitions
  10. 10. 10 10 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Business Oriented (Conceptual) Models: – Management overview – A “sketch” presented to top management, representing a limited number of key concepts – Semantic Model – A representation of the language of the business, including specialized terms, jargon, etc.—with definitions. • Each department uses language differently. • Large, divergent, model – Essential Model – A representation of the underlying structure of an organization’s structure • Patterns encompass all departments. • Fewer, more abstract, entities produce smaller, convergent, model Data Modeling is Data Governance Definitions ●
  11. 11. 11 11 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Technology-specific Models – Logical Model – A representation that reflects the constraints of a particular data management technology—relational tables and columns, object-oriented classes, XML classes, etc. This should be vendor-independent. – Physical Model – A detailed representation of a particular database’s design. This is vendor-specific Data Modeling is Data Governance Definitions ●
  12. 12. 12 12 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Yes – Data Modeling definitions & structures are the “stuff” being governed. – Data Modeling requires business stakeholder involvement – Data Modeling as part of a data management plan … • No – Data Modeling is about quality data definition, while • Data Governance is about the quality of data recorded. – Data Modeling is a discipline apart from governance – Data Modeling does not directly lead to governed data Data Modeling is Data Governance Is Data Modeling Data Governance? ●
  13. 13. 13 13 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Business Oriented (Conceptual) Models: – Management overview – Top management understanding must be basis of Governance. – Semantic Model – Variations in definitions must be resolved in the governance process. – Essential Model – Enterprise essential model provides structure for governance effort. Data Modeling is Data Governance Kinds of Data Models ●
  14. 14. 14 14 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Technology-specific Models – Logical Model – The decisions that went into database design make it more or less difficult to enter good data – hence to govern it. – Physical Model – The detailed design of a database is not the concern of Governors. Data Modeling is Data Governance Kinds of Data Models ●
  15. 15. 15 15 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Data Modeling as Art – Well prepared data models are more or less intelligible to end users who must use them. – Aesthetics are important (but usually ignored, alas…) • Data Modeling as Science – Both semantic and essential data models are kinds of “ontologies”. • “Ontology” was the branch of Greek philosophy concerned with “what exists” • Semantic and Essential models describe rigorously what exists in an organization. – Think of the data modeler as a “data archeologist”. Data Modeling is Data Governance Data Modeling as Art & Science ●
  16. 16. 16 16 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Data Modeler – In the Facilitator Role – As a Business Role – As a Technician • Data Stewards – Data Definers – Data Domain Stewards – Subject Matter Experts Data Modeling is Data Governance Role of Data Modeler in a Governance Program
  17. 17. 17 17 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Data Modeler Skills – Facilitator – Business Liaison – Skilled in Modeling • Governance Skills – Facilitator / Decision Point – Aligns Business & Data – Skilled in Enforcing Accountability Data Modeling is Data Governance Data Modeler Skills as Governance Skills ●
  18. 18. 18 18 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Data Governance Best Practice – Senior Leadership Supports, Sponsors & Understands – Resource(s) Responsible for Data Governance – Goals, Objectives, Roles, Metrics … Defined and Approved • Data Modeling Best Practice – Listen to business community – Understand the underlying meaning of terms – Provide a clear picture for all to understand – Teach the underlying nature of things. Data Modeling is Data Governance Modeling and Governance Best Practice ●
  19. 19. 19 19 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Leveraging the Model as a Governance Artifact – Artifact • An object produced by human craft • A tool of historical interest • By-product of specific discipline – Definition and Design of the Data • Conceptual Description • Logical Description • Physical Description Data Modeling is Data Governance Leveraging the Model as a Governance Artifact ●
  20. 20. 20 20 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • In this webinar Bob and Dave Hay talked about: – Data Modeling as Art & 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 Data Modeling is Data Governance Summary
  21. 21. 21 21 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Real-World Data Governance – Monthly Webinar Series – October 15 – Govern Metadata: Vocabulary, Dictionaries and Data Real-World Data Governance Upcoming Webinar ●
  22. 22. 22 22 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Essential Strategies International • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner #RWDG Real-World Data Governance Contact Information David C. Hay Essential Strategies International 713-464-8316 DCH@EssentialStrategies.com

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