8 Reasons Why Data Governance Initiatives Fail Data governance is an opportunity for organizations to improve process efficiency and drive business growth. What sounds simple can be quite a challenge. According to a Gartner survey, more than 90% of data…
16 Best Data Governance Tools and Software for 2022 More and more enterprises attach importance to data governance. In such an era of data-driven growth, data governance is becoming the only way for some enterprises or units to digital transformation.…
8 Principles of Data Governance As with anything else, data governance still requires principles. Before implementing, any organization should identify the underlying principles that underpin its approach to data governance. The general rules of principles also apply to data governance,…
Data Lake Governance: Benefits, Challenges, and Getting Started A successful data governance program leverages policies, standards, and processes to create high-quality data and ensure that it is properly utilized across the organization. Data governance initially focused on structured data in…
Metadata Architecture Evolution Metadata management is the foundation and source of the data governance system. At different stages of technological development, its status and role in enterprise data governance are very different. Today, data has the characteristics of multi-source, heterogeneity,…
How to Measure the Data Governance Maturity Model? Data governance protocols do not exist in an organization, and data quality cannot be guaranteed. When data is unstructured and changes made to it are not documented, its quality degrades rapidly. Not…
Snowflake Data Governance With the rise of SaaS applications and the migration of data processing to the cloud, countless data arrives at an ever-increasing rate, requiring real-time business decisions. Whether your organization decides to migrate its data from its legacy…
Data Governance Strategy: 4 Basic Principles and 4 Key Areas Currently, data governance for Internet companies is still immature, and there are key challenges, namely the lack of a clear definition of who owns or uses non-user content (such as…
Data Glossary 101 A data glossary, sometimes called business glossary, is critical to any data governance strategy, but it is often overlooked. For example, sometimes businessmen speak a different language, or in merger and acquisition cases, different companies call the…
Data Lake 101 The data lake a hot concept at present, and many companies are building or planning to build their own data lakes. However, before planning and building a data lake, you must clarify what a data lake is,…
