3. Data Readiness Assessment

This assessment evaluates your organisation's capacity to use data effectively for decision making and to leverage it as a strategic asset. 
 

We highly recommend taking the Digital Maturity and Data Maturity assessments before taking this one.

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Overview

Data in different formats is continuously being consumed by various entities and with remarkable speed. The challenges related to data collection, management, quality, control and readiness are also vast. Data is being consumed and modified by different technical and non-technical stakeholders at different stages, which can lead to anomalies and inconsistencies in the data. Hence it is important that the data is assessed in terms of readiness, to ensure that the data is of a high quality and can be used to satisfy required objectives. Performing a data readiness assessment will provide insights into the quality and quantity of data, and play an important role in an organisation’s success in utilising that data.

 

The assessment covers the following five areas:

Metadata and References

This section evaluates the organisation’s readiness in terms of maintaining metadata and references for all or any transformation, metrics etc. applied to data.

Data Profile and Quality

This section evaluates the organisation on its readiness in terms of comprehensive data profiling, data structure and data quality.

Data Lineage of Operations

This section evaluates the organisation’s ability to comprehensively capture the data lineage of all the operations and transformations carried out on the data.

Data Governance and Accessibility

This section evaluates the organisation’s adherence to data governance guidelines and policies and also the accessibility of the data.

Data Ethics

This section evaluates the organisation’s ability to comply and commit to data ethics practices such as data usage, accountability, integrity and bias.

Assessment Results

Once you finish the assessment, the assessment results page will display a detailed analysis of your scores across the five assessed dimensions – Metadata and References, Date Profile and Quality, Data Lineage of Operations, Data Governance and Accessibility and Data Ethics.

The chart there shows how the overall score has been calculated from the weighted questions in the assessment. There are no maturity levels for the Data Readiness Assessment.

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To get the best results, it is recommended that the questions in this assessment are discussed with people at different capacities - Leadership, Technical and Data roles across your organisation and unanimous answers are fed back to the assessment.

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