The use of Data Governance metrics as a measurement system promotes the efficient use and management of data.  Establishing key performance indicators (KPIs) is normally the first step in monitoring and measuring the effectiveness of a Data Governance program. These indicators allow organizations to assess and adjust their Data Governance strategies. A measurement system allows […] The post Data Governance Metrics: How to Measure Success appeared first on DATAVERSITY ..read more

Download the slides here>> About the Webinar The definition of Data Governance can vary, depending on the audience. To many, Data Governance consists of committees and stewardship roles. To others, it focuses on technical Data Management and controls. Holistic Data Governance combines both of these aspects, and a robust Data Architecture can be the “glue” […] The post DAS Webinar: How Do Data Governance and Data Architecture Support Each Other? appeared first on DATAVERSITY ..read more

Artificial intelligence is here to change the world, and it is up to us to embrace this technology and use it responsibly to reap its full potential. Although critics have expressed some valid concerns about the potential harm that AI technology could bring about, fostering an AI-human collaboration can allow us to use this powerful […] The post Human-AI Collaboration: How AI Can Enhance Human Capabilities and Ethical Considerations appeared first on DATAVERSITY ..read more

You wouldn’t build a house without a concrete foundation. So why are many technology leaders attempting to adopt GenAI technologies before ensuring their data quality can be trusted? Reliable and consistent data is the bedrock of a successful AI strategy. Incomplete or inconsistent data prompts GenAI models to propose equally unreliable outputs, calling the basic […] The post Good Data Quality Is the Secret to Successful GenAI Implementation appeared first on DATAVERSITY ..read more

Download the slides here>> About the Webinar Explore the powerful synergy between metadata management and Data Governance to elevate your governance efforts to new heights. Learn how to leverage metadata management to strengthen your Data Governance framework and ensure data-driven success.  Join Bob Seiner for an engaging webinar where he will explore the pivotal role […] The post RWDG Webinar: Metadata Management’s Impact on Data Governance appeared first on DATAVERSITY ..read more

To embark on data governance in an enterprise that spans divisions and diverse stakeholders, a well-defined operating model plays a vital role in achieving expected business benefits. Data mesh is a new concept that encourages data democratization within an organization in a decentralized way by promoting data products. Unlike the vintage architecture, which is centralized, data mesh […] The post Why Selecting the Appropriate Data Governance Operating Model Is Crucial appeared first on DATAVERSITY ..read more

The terms “master data” and “reference data” can be confused fairly easily. Both provide data that changes only occasionally over time and provide data that is designed to be accurate and up to date.  Master data provides the accurate information needed for business transactions that are critical to the running of a business – the […] The post Master Data vs. Reference Data appeared first on DATAVERSITY ..read more

Major business setbacks due to risk management failures happen every year. They are also some of the costliest, adding up to millions of dollars in regulatory fines, lawsuits, payouts, and lost brand value. Leaders want to avoid these types of issues and rely on sound internal data management to mitigate risk and maintain confidence and […] The post Data-Driven Defense: AI as the New Frontier in Business Security appeared first on DATAVERSITY ..read more

According to a new press release, Privacera, the pioneering AI and data security governance company founded by the minds behind Apache Ranger, has unveiled new features enhancing access control and fine-grained data filtering for Vector DB/RAG within Privacera AI Governance (PAIG). Don Bosco Durai, Privacera’s co-founder and CTO, emphasized the importance of maintaining original source […] The post Privacera Enhances AI Governance Solution with Access Control and Data Filtering appeared first on DATAVERSITY ..read more

Over time, different types of data integrity systems and methods for promoting data integrity have been developed. Data integrity emphasizes confirming the data remains unchanged and consistent over the data’s entire lifecycle. In essence, the data remains pure and uncorrupted. Security plays an important role in ensuring the data is not altered and maintains its […] The post Types of Data Integrity appeared first on DATAVERSITY ..read more