Technologyrefers to the tools and systems used to support data governance, such as data management platforms and security solutions. For example, if the goal is to improve customer retention, the data governance program should focus on where customer data is produced and consumed across the organiza...
When consensus is reached, companies usually hire a consultant or assign a person/team to implement data governance. Sometimes this team is carved out from the business side, sometimes from the data engineering side, but rarely from the compliance department, although the requirements are there. Ov...
Let’s take a deep dive into this topic by defining it. Data governance is the process to address the integrity, availability, usability, and security of an organization’s data. Given its importance to your business, how you govern it matters significantly. Some common governance cate...
Having data stewards who have that skillset and ability to influence is really key. Data governance - Technology Now, focusing a little more on the technology of data governance and the system that helps support the data stewards to implement and measure performance, policies, and procedures. ...
more money and resources. According to Gartner, 80 percent of large enterprises will have a CDO office fully implemented by next year. Stay tuned to see if this becomes reality, allowing IT and Chief Information Officers (CIOs) to have a more strategic focus on other areas like data security...
However, according to a recent study on the state of data governance and data empowerment, 50 to 70 percent of enterprise data is classified as “dark data,” otherwise defined as data that is stored but not used. Because this data is not understood or used, the complex analysis tools ...
In a rush to implement a data governance methodology and system, you can forget that a system must serve a process – and be governed/controlled by one. To choose the correct system and implement it effectively and efficiently, you must know – in every detail – all the processes it will...
Many businesses find it hard to implement GDPR requirements because the law is not only complex but also leaves a lot up to discretion. The GDPR puts forth a litany of rules for how organizations in and outside of Europe handle the personal data of EU residents. However, it gives businesses...
Storage:Once data is created or captured, it needs to be properly stored and protected. Beyond making sure the systems you use have robust security certifications, it’s a good idea to implement a backup and recovery process. This will ensure your data can be preserved in light of any misus...
Hard to implement and maintain as a manual process. Hand-coding requires a lot of technical know-how. Data sources are not owned, so you can lose access to both your future and past data. Data virtualization tools are less common than ETL tools or other data consolidation tools. Harder to...