https://ninomarchetti.com/recovery-solutions-address-a-growing-list-of-data-management-challenges/

Data is an important business asset that can provide insights and benefits to improve decision-making. However, the sheer amount of unprocessed, raw data is a major issue for companies as they attempt to understand and use it effectively. Data management requires constant and attentive attention to accessibility quality, integration, and accessibility. It also requires compliance with stringent regulations and compliance standards, which can be difficult for companies to implement and maintain.

Many companies struggle to break through the siloed information created by separating data from workgroups into various enterprise systems, including sales, marketing and human resources. This can lead to an absence of visibility and can hinder cross-functional analysis and result in inefficient processes.

The best solution is to build an efficient mapping framework and processes to align data across different platforms. This helps reduce the need to manually extract, transform and load data and speeds up integration. It is also important to separate duplicate data and eliminate old data from systems that are not used in order to improve the speed of scanning tables and files and decrease the quantity of data to be integrated.

A solid data governance structure can also help to avoid these issues. It ensures that only the right people have access to data, and that they make use of it according to their business objectives. This is better than fighting with DBAs regarding who owns which data sets. This ensures that your company can maximize the return on investment of the data it has in the first place.