There are six key elements (goals, roadmap, buy-in, content, points of engagement, and data stewardship) that we say are needed for organizational data governance (and data intelligence) success. We...
There is a great deal of data governance-related content including reference data, business glossary, report specifications, policy documentation, data requests, data system inventory, reference...
Achieving a data governance or data culture is critical for an organization. Culture is many things but it must be created with training and policies and management. In this blog post we will provide...
Data governance and data intelligence is not just about content. It is not just about having the information. It is about having processes to help keep that information up to date and a knowledge...
This blog post suggests the best sources of definition content and ways to determine what should be defined. The sources are existing popular reports, pre-existing local glossaries, data dictionaries...
In this blog post we will be discussing data governance or data intelligence committees (or whatever your organization calls it). Sometimes these committees are ineffective. There is nothing wrong...
An organization must concern itself with regulatory challenges (defense) as well as adapt to changing market demands, different situations, and new competition (offense). In American Football and...
There are many methods to create data governance content at an organization. Some methods are easier than others. Some methods require a great deal of human touch whiles others do not. Some methods...
In this blog post we will discuss that organizations should take a customer service and just-in-time approach to data governance and data intelligence. Your organization needs to realize that despite...
Value is only added if there is engagement with the data governance-related content that supports your organization’s goal. This blog post will discuss the points of engagement (or entry) with data...
Very few organizations have all the technical and functional data stewards in place to handle the ever-increasing data-related questions and requests. Therefore, a search for new data stewards is...
Think about data governance like you do about tech support or a help desk (ticketing) system, which is something that most of you are very familiar with. In this blog post we will discuss how they...
In this blog post we will discuss the concept of data governance implementation iterations as well as content creation prioritization and the unexpected return in trust. This involves framework,...
In this blog post we will discuss how data governance and data intelligence is something that is on-going and not a project that is done and put on the shelf somewhere. Data governance content...
We often hear that organizations were not able to get adoption of data governance or get people to use the knowledge base. In this blog post we will discuss how content creation is key to adoption of...
In this blog post we will discuss the benefits of versioning for your data governance and data intelligence content (such as report specifications, business glossary, technical definitions, and data...
There is a great deal of data governance content that needs to be managed and curated. This requires operations. You probably have a goal to increase your data governance content on a regular basis....
For data governance and data intelligence success, an organization must have a data governance oversight and management team or committee (team) in place. This team is the champion for data...
A data intelligence or data governance initiative at an organization involves change and is not easy to perform. Acknowledge that change is difficult. You understand that it is complex to implement...
Organizations and communities are strengthened when there is collaboration of data. And that requires data sharing agreements (DSAs). An organization must achieve a culture of open and transparent...
Periodically, you will want to modify or remove data in your organization that is incorrect, incomplete, improperly formatted, unnecessary, or duplicated. To do this you want to clean your data....
There are six key elements (goals, roadmap, buy-in, content, process, and champions) that we say are needed for organizational data governance (and data intelligence) success. We will cover these key...
We have used the term Just-in-Time Data Governance in the past and over time realized that this is not the correct terminology to use. We now call it Just-in-Time Data Intelligence which is a...
Data is an important asset at all organizations – no matter what their business, their size, or their structure. Without data, an organization would not exist, so the decisions made about data are...
We are a firm believer in just-in-time data governance (or as we also call it, data intelligence) which is very agile. The agile methodology has radically transformed the process of software...