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Data Governance & Quality

Data quality and data governance are closely related and go hand in hand in the enterprise data management ecosystem. OrientMCT provides following programs but not limited to;

 

Workshop -- Assessment of Data Governance and Data Quality

This 3-day workshop is directed at audit personnel and data management personnel.

Data is said to be the new oil – the most valuable asset of any enterprise. Enterprise data has to be identified, generated, captured, stored, classified, processed, analyzed and only then used effectively in decision-making. It is the responsibility of the governing body to ensure that this asset is being governed and managed as desired.

The governance of data should therefore be assessed on the basis of relevant laws, standards and best practices. In this workshop, participants learn how to assess data governance and data quality based on ISO 38505 and ISO 8000 standards. This assessment of data governance and data quality results in the identification of gaps and risks and vulnerabilities resulting from these gaps.

The following topics are covered in this workshop.

  • Data governance standards
  • Data Quality standards
  • Using standards for assessing data governance and data quality
  • Analysis of risks arising from poor data governance and data quality

  

Workshop -- Implementation of Data Governance and Data Quality

This 3-day workshop is directed at business personnel and operations personnel.

Data is said to be the new oil. Data is generated in every enterprise all along its value chain. This data has to be identified, generated, captured, stored, classified, processed, analyzed and only then used effectively in decision-making. The modern tools of artificial intelligence (AI) and Big Data are useless until the quality of the underlying data is assured.

The enterprise should have staff trained in data processes. This workshop aims at creating a cadre of professionals who specialize in identifying data and ensuring its efficient use in decision making.

The following topics are covered in this workshop.

  • Data governance standards
  • Data Quality standards
  • Implementing data governance and data quality on the basis of ISO 38505 and ISO 8000

  

Data Stewardship Workshop -- Getting Enterprise ready for AI and Data Science

This 5-day workshop is directed at business personnel and operations personnel.

Artificial Intelligence (AI) and Data Science provide decision-making tools that give an enterprise its competitive advantage. However, the results from these tools become unreliable, even dangerous, if the underlying data id unreliable. It is therefore vital to assure that the data has the quality that is expected of it.

The purpose of this workshop is to train business and operations professionals who are at the grassroots of the enterprise in identifying data, maintaining it, and preparing it for efficient use bu AI and data science tools.

The following topics are covered in this workshop.

  • Data governance standards
  • Data Quality standards
  • Data stewardship
  • Creating the enterprise value-chain
  • Identifying data in the enterprise value-chain
  • Defining data quality
  • Defining data assessment criteria