Data mediation
Standardization of data formats
Data mediation is a process that acts as an intermediary in the flow of information between disparate data sources and the systems that use those data. It is a comprehensive approach to integrating, processing and sharing data in such a way that it is consistent, up-to-date and easily accessible to all stakeholders. It involves standardising data formats and managing data quality in the process of data exchange.
It is a kind of information management strategy. It involves merging and refining data flows from different sources to ensure effective information exchange.
Elements of mediation
Consistent format for all data
The basis of data mediation is the process of harmonisation – the transformation of heterogeneous data from different sources into a unified and coherent form. This concerns both the structure of the data and its semantics. Harmonisation allows data to be processed efficiently, without the need for human intervention at each stage of the information flow.
Another important element of data mediation is the resolving of data conflicts. In practice, this means that when information from different sources diverges, the data mediation system is able to automatically select the most reliable data or merge the information in a logical way for the final client.
Benefits
Efficient allocation of resources
Easier access to data
By unifying formats and protocols, the solution allows easier access to the information needed from different sources.
Improving data quality
The data mediation process helps eliminate errors and discrepancies in data, leading to an overall improvement in data quality.
Acceleration of decision-making processes
Fast access to reliable and up-to-date data significantly speeds up and facilitates decision-making processes in organizations.
Easier data management
Processed and integrated data are easier to manage, which is crucial in the case of large volumes of information
Data flexibility
Data mediation offers a unique and flexible approach to data management. It provides organizations with flexibility in handling different data formats, protocols, and interfaces.
Cost reduction
The data mediation process can significantly reduce costs associated with hardware, software licenses, and maintenance. Additionally, improved data management processes enable organizations to allocate resources more efficiently, further reducing costs.
Data mediation
