What Is Data Governance? (And Why Your Organization Needs It)


Organizations with a solid understanding of data governance (DG) are better equipped to keep pace with the speed of modern business. In this post, the erwin Experts address: What Is Data Governance? Why Is Data Governance Important? What Is Data Governance?

The Gamification of Data Governance


Getting the business engaged with data governance can sometimes be a challenge. At NAIT (the Northern Alberta Institute of Technology), we have put together a process to visually identify and connect our reports to Data Governance.

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Who Should Own Data Governance?


One of the first steps organizations take when preparing to deliver a data governance program is to determine where in the organization data governance should be placed. Or in other words, who should own data governance?

Data Governance 2.0: The CIO’s Guide to Collaborative Data Governance


In the data-driven era, CIO’s need a solid understanding of data governance 2.0 … Data governance (DG) is no longer about just compliance or relegated to the confines of IT. Creating a Culture of Data Governance. Data Security.

Using a Machine Learning Data Catalog to Reboot Data Governance

Speaker: David Loshin, President, Knowledge Integrity, Inc, and Sharon Graves, Enterprise Data - BI Tools Evangelist, GoDaddy

Traditional data governance fails to address how data is consumed and how information gets used. As a result, organizations are failing to effectively share and leverage data assets. Join David Loshin and Sharon Graves as they discuss the need to think about data governance with end users in mind, and explore how a machine learning data catalog can help.

Requirements for Data Governance


Recording requirements for success is an important first step toward demonstrating the value of a Data Governance program. Practitioners know that Data Governance requires planning, resources, money and time and that several of these objects are in short supply.

Uncovering Trends in Data Governance

David Menninger's Analyst Perspectives

Effectively managing data privacy and security is a high-stakes matter. Yet organizations face an equally challenging imperative to ensure that business users have easy access to the data they need. Depending on how they are implemented, data governance policies can inhibit access to data, making it harder to find and utilize the data assets of an organization.

How to Convince Stakeholders That Data Governance is Necessary


You may already have a formal Data Governance program in place. Or … you are presently going through the process of trying to convince your Senior Leadership or stakeholders that a formal Data Governance program is necessary. Maybe you are going through the process of convincing the stakeholders that Data […]. Then again, perhaps you don’t.

Data Governance Should Not Threaten Work Culture


The post Data Governance Should Not Threaten Work Culture appeared first on Alation. Industry News data catalog data governance data management data stewardship non-invasive data governance

The importance of data governance in AI


The relevance of data governance has much more to do than just managing the behemoth data within an organization’s repository. The organizational-level practice, data governance focuses on improving the accessibility, integrity, quality, and above all, the trustworthiness of data assets. Hence, it is necessary for businesses to ensure the quality and integrity of their organization’s data to forge ahead in today’s data-driven world.

One Data Governance for All


There is … but one … Data Governance. Maybe you are one of those that believe that there is something called Master Data Governance, Information Governance, Metadata Governance, Big Data Governance, Customer [or insert domain name here] Data Governance, Data Governance 1.0 – 2.0 – 3.0, […]. I know that some people will disagree with me.

What’s the Current State of Data Governance and Automation?


I’m excited to share the results of our new study with Dataversity that examines how data governance attitudes and practices continue to evolve. Defining Data Governance: What Is Data Governance? . 1 reason to implement data governance.

Lean Data Governance Strategies


The goal of data governance is to ensure the quality, availability, integrity, security, and usability within an organization. Many traditional approaches to data governance seem to struggle in practice; I suspect it is partly because of the cultural impedance mismatch, but also partly because […]. The way that you go about this is up to you.

Common Data Governance Challenges


Organizations faced with the delivery of formal Data Governance or Information Governance programs recognize that there are several challenges they will face when getting started and as the program is operationalized. The challenges are not the same for all organizations. However, there are several that seem to appear more often than not, and I will […].

Data Governance Should Not Threaten Work Culture Copy


The post Data Governance Should Not Threaten Work Culture Copy appeared first on Alation. Industry News data catalog data governance data management data stewardship non-invasive data governance

Data Governance for Smart Data Distancing


During this coronavirus emergency, we are all being deluged by data from politicians, government agencies, news outlets, social media and websites, including valid facts but also opinions and rumors. Yay, data geeks! Distancing from Third-Party Data.

Data Governance Roles and Responsibilities


Roles and responsibilities are the backbone of a successful information or data governance program. To operate an efficient and effective program and hold people formally accountable for doing the “right” thing at the “right” time, it requires the definition and deployment of roles that are appropriate for the culture of the organization. To communicate effectively […].

Data Governance Tools: What Are They? Are They Optional?


Data governance tools used to occupy a niche in an organization’s tech stack, but those days are gone. The rise of data-driven business and the complexities that come with it ushered in a soft mandate for data governance and data governance tools. Data governance refers to the strategic and ongoing efforts by an organization to ensure that data is discoverable and its quality is good. Data Governance Tools and Data Ethics.

Metadata Management, Data Governance and Automation


erwin released its State of Data Governance Report in February 2018, just a few months before the General Data Protection Regulation (GDPR) took effect. This research showed that the majority of responding organizations weren’t actually prepared for GDPR, nor did they have the understanding, executive support and budget for data governance – although they recognized the importance of it. Download Free GDPR Guide | Step By Step Guide to Data Governance for GDPR?.

Business Process Can Make or Break Data Governance


Data governance isn’t a one-off project with a defined endpoint. Data governance, today, comes back to the ability to understand critical enterprise data within a business context, track its physical existence and lineage, and maximize its value while ensuring quality and security. Click here to download our latest, best practice guide for Data Modeling for free. Data governance success hinges on business process modeling and enterprise architecture.

Towards Data Governance’s 4th Era – Part II


I finished my last article, Part I of “Towards Data Governance’s 4th Era”, with a question: What is the goal of data governance?

Practical Points from the DGPO: Celebrating Data Governance Success


Three companies from across the globe were recognized for their award-winning Data Governance programs. Over the years, many companies have stood up data governance practices – from broad company-wide strategic efforts to small business case-based initiatives.Their successes, big or small, have encouraged and empowered others to start their journeys.

Top 10 Data Governance Trends for 2020: Data’s Real Value Comes Into Focus


Understanding the data governance trends for the year ahead will give business leaders and data professionals a competitive edge … Happy New Year! Regulatory compliance and data breaches have driven the data governance narrative during the past few years.

5 Ways Data Modeling Is Critical to Data Governance


Enterprises are trying to manage data chaos. They also face increasing regulatory pressure because of global data regulations , such as the European Union’s General Data Protection Regulation (GDPR) and the new California Consumer Privacy Act (CCPA), that went into effect last week on Jan.

Data Governance: Stay Non-Invasive in Your Approach


The post Data Governance: Stay Non-Invasive in Your Approach appeared first on Alation. Industry News data catalog data governance data management data stewardship non-invasive data governance

Data Governance as an Emergency Service


Data governance (DG) as a an “emergency service” may be one critical lesson learned coming out of the COVID-19 crisis. Where crisis leads to vulnerability, data governance as an emergency service enables organization management to direct or redirect efforts to ensure activities continue and risks are mitigated. Deploying a Data Governance Strategy. In times of crisis, knowledge is power and nothing fuels decision-making better than your data.

All in the Data: Data Governance Made Easy


Organizations that have implemented Data Governance programs, or Information Governance, Data/Information Management or Records Management programs will be the first to tell you that these data disciplines are not easy to operationalize.

Toward Data Governance’s 4th Era


Has there ever been a time where more people were talking about data and writing about data than now, as 2020 and a new decade begins? Data analytics is hot. Every company wants to be data driven and every business and individual is […]. It was the best of times. It was the worst of times.

Data Management 20/20: Data Governance Challenges in a Digital Society


The reversal from information scarcity to information abundance and the shift from the primacy of entities to the primacy of interactions has resulted in an increased burden for the data involved in those interactions to be trustworthy. If service and results are substandard or wrong, the reputation of the company can more quickly than ever […].

Automated Data Governance 101


The way we control our data isn’t working. Data is as vulnerable as ever. Download this white paper, which outlines lessons about how data science and governance programs can, if implemented properly, reinforce each other’s objective. 2019 Oct News Data Governance Immuta White Paper

Steps to an Effective Data Governance Structure


The quality of data used in business is more important now than ever before. Accordingly, in order for organizations to deliver good business results, their data must be accurate, and the use of that data must be governed through policy and monitoring. How do business leaders prevent data errors and ensure quality governance?

Business Glossary and Metadata: Small Teams Data Governance


In my last article I suggested that many organizations have approached Data Governance incorrectly using only centralize data governance teams and that approach is not working for many. Large organizations generally need a decentralized approach, to engage resources in all functional units (my definition of “a village”) to Operationalize data governance across many functional business […].

Viable Smart Cities Require Data Governance


Everyone is familiar with the term smartphone. These devices have become ubiquitous and many individuals have come to depend on them to navigate through our complicated world. They can assist users in a wide variety of ways that were unthinkable a mere 20 years ago.

Data Governance and Metadata Management: You Can’t Have One Without the Other


When an organization’s data governance and metadata management programs work in harmony, then everything is easier. Data governance is a complex but critical practice. Data Governance Attitudes Are Shifting. Data Cataloging (61%). Data Mapping (53%).

Information Governance, IT Governance, Data Governance – What’s the Difference?


There has been a great deal of confusion around the term information governance (IG), and how it is distinct from other similar industry terms such as information technology (IT) governance and data governance. Publisher’s note: This is an excerpt from the author’s book Information Governance: Concepts, Strategies and Best Practices (Wiley CIO).

Data Governance Masterclass with Anwar Mirza


As the management of data becomes a recognised business imperative, it’s essential to arm the C-suite with a structured and methodical approach to the subject. CDAO Africa

Using Strategic Data Governance to Manage GDPR/CCPA Complexity


In light of recent, high-profile data breaches, it’s past-time we re-examined strategic data governance and its role in managing regulatory requirements. for alleged violations of the European Union’s General Data Protection Regulation (GDPR). With all the advance notice and significant chatter for GDPR/CCPA, why aren’t organizations more prepared to deal with data regulations? Govern PII “at rest”. Govern PII “in motion”.

Data Governance Makes Data Security Less Scary


Do you know where your data is? What data you have? Add to the mix the potential for a data breach followed by non-compliance, reputational damage and financial penalties and a real horror story could unfold. In fact, we’ve seen some frightening ones play out already: Google’s record GDPR fine – France’s data privacy enforcement agency hit the tech giant with a $57 million penalty in early 2019 – more than 80 times the steepest fine the U.K.’s They are: Data models.

The Non-Invasive Data Governance Framework – The Details


The third and final part of the Non-Invasive Data Governance Framework details the breakdown of components by level, providing considerations for what must be included at the intersections. The squares are completed with nouns and verbs that provide direction for meaningful discussions about how the program will be set up and operate. Full consideration is […].

Data Governance Framework: Three Steps to Successful & Sustainable Implementation


A strong data governance framework is central to the success of any data-driven organization because it ensures this valuable asset is properly maintained, protected and maximized. But despite this fact, enterprises often face push back when implementing a new data governance initiative or trying to mature an existing one. Let’s assume you have some form of data governance operation with some strengths to build on and some weaknesses to correct.

Learn about data governance with these books, videos, and tutorials

O'Reilly on Data

This collection of data governance resources will get you up to speed on the basics and best practices. Whether you’re just getting started with data governance or you have previous experience, you’ll find something useful on this list of data governance resources.

Data Governance Quiz


The post Data Governance Quiz appeared first on BI Survey. Editor's Pick

Eight Questions on Data Governance: An Interview with Alation Co-Founder and Chief Data Officer Aaron Kalb


The post Eight Questions on Data Governance: An Interview with Alation Co-Founder and Chief Data Officer Aaron Kalb appeared first on Alation. Company News analyst productivity CDO chief data officer compliance curation data governance GDPR stewardship