What Is Data Management?

Juni 03, 2024 | aporadix

look what i found Data management refers to how businesses manage, store, and secure their data to ensure it is useful and actionable. It also encompasses methods and technologies that help achieve these goals. The data that drives most companies comes from a variety of sources, and is stored in many different systems and places […]

look what i found

Data management refers to how businesses manage, store, and secure their data to ensure it is useful and actionable. It also encompasses methods and technologies that help achieve these goals.

The data that drives most companies comes from a variety of sources, and is stored in many different systems and places and is often presented in different formats. It can be difficult for engineers and data analysts to find the information they require for their work. This results in data silos that are not compatible, inconsistent data sets and other issues with the quality of data that can limit the effectiveness of BI and analytics applications and lead to inaccurate findings.

A data management system will improve the visibility, reliability and security while enabling teams to better understand their customers and provide the right content at appropriate time. It’s crucial to begin with clear business goals and then develop a set of best practices that can grow as the company grows.

A good process, for example, should support both structured and unstructured data and also batch, real-time, sensor/IoT workloads, while offering pre-defined business rules and accelerators, as well as tools that can be used to analyze and prepare data. It must also be scalable to adapt to the workflow of any department. Furthermore, it should be able to handle different taxonomies as well as allow for the integration of machine learning. Lastly it should be accessible with built-in collaborative solutions and governance councils for the consistency.