Data is king. Businesses rely on data to make decisions, understand their customers, and improve their operations. However, in complex organizations, it can be difficult to get insight into relevant data flows.There are a number of reasons why this is the case. First, complex organizations often have a large number of data sources. This can […]
In the realm of data, metadata is widely recognized as the “data about data” – the vital information that characterizes its structure, meaning, and utility. Metadata serves as a crucial element in data management, enhancing accessibility and comprehension.Among various metadata types, active metadata stands out as a dynamic and continuously updated entity that informs decisions […]
In the age of data-driven decision making, organizations face the challenge of determining when data quality is sufficient for their needs. Striking the right balance between investing resources in improving data quality and achieving an acceptable level of accuracy and reliability is crucial. In this article, we give you some step-by-step handles to help organizations […]
Data needs to be effectively managed, protected, and leveraged to derive valuable insights. And that is where data governance frameworks come into play. Data governance frameworks provide a structured approach to establishing policies, processes, and guidelines for data management, ensuring data integrity, privacy, and compliance. In this article, we will delve into the importance of […]
Business glossaries and data catalogs play vital roles within data management. They are essential components in virtually any data architecture, but their purposes and interconnections are not always clear to everyone and as such worth exploring.Exploring the relationshipsA business glossary and a data catalog are closely related components within the field of data management. They […]
Data quality management is a critical component in the successful realization of your data strategy, and there are several hot topics that are currently gaining traction in this area. Here are some of the latest trends in data quality & data observability: DQaaS or DQSaaS Hybrid Usage & Island Hopping. Machine Learning has hit the […]
Reducing a 24-hour ETL process to 43 minutesFrom cereal to potato chips, Kellogg’s puts some of the world’s most popular packaged foods on grocery shelves every day. But its supply chain dashboards, powered by Hadoop and SAP Object Data Services, made it impossible for managers to get the fresh data necessary for daily profitability analyses. […]
As the world becomes increasingly digitised, organisations are generating more data than ever before. 80% of that data however remains untapped. This structured/unstructured, unprocessed data is known as dark data, and it has the potential to be a goldmine of insights for organisations.
In recent years, Environmental, Social, and Governance (ESG) has become a buzzword in the corporate world. Investors and stakeholders are increasingly concerned with a company’s commitment to sustainability, social responsibility, and ethical practices. As a result, many companies are now incorporating ESG factors into their decision-making processes. But what is the link between ESG and […]
Data sharing agreements and contracts are important to ensure that data is shared in a responsible and safe manner, and that all parties involved understand their rights and obligations. They help to establish trust and transparency between parties, and can help to prevent legal and financial consequences that may arise from data breaches or misuse.