Data quality management is a suite of tools for data management and data quality improvement (Data Governance & Data Quality). Data Governance makes it possible to convert big data arrays into information to be further analysed and used for management decision-making.
Building up a Data Governance system will allow your business to benefit from the integrated approach to big data governance:
- Ensure data transparency and availability by simplifying data search and creating cross-system reports
- Improve data quality: by structuring data to make it possible to identify quality parameters of individual categories and develop metrics and mechanisms for their tracking
- Ensure proper control over primary data entry from data validation to data segmentation, storage, and enrichment in corporate systems
- Implement master data management (MDM): data duplication elimination and data consolidation and enrichment
- Ensure abnormal data is systematically detected and corrected in a timely manner – setting up quality rules, data profile, data structure, and data links
- Create information systems – dashboards for data quality monitoring
- Ensure data integrity to build up optimization models and predictive models based on artificial intelligence technologies and machine learning
Metinvest Digital has experience in the implementation of Data Governance systems and will help you organization to:
- Conduct an audit of the existing data management process and system in the organization
- Take inventory of data and prepare a complete list of information resources with relevant metadata
- Develop a roadmap for the implementation of Data Governance
- Classify data into structured and non-structured data and organize data according to these categories
- Implement a single system to manage, clean up and verify metadata
- Ensure data is split into categories according to the role model and approved by data owners
- Develop and implement a public register of reports containing information about all reports available in the data warehouse