-
Our Services
Data & Analytics Strategy
Modern Data Ecosystems
Management & Governance
Management & Governance
Data Integration & Engineering
Data Integration & Engineering
Analytics & Data Science
Analytics & Data Science
Modern Data Ecosystems
Analytics & Data Science
Artificial Intelligence
- Technology Partners
- About
- News & Resources
What is data validation?
Data Validation refers to checks - often automated - that are performed upon data to make sure it meets the entry criteria for the system or repository in which it resides. For example, the value "Two" is not a valid entry in a field which is designed to only accept numeric data. Validity is an important dimension of data quality. However, it is important to remember that, just because data is valid, this does not imply that it is also accurate. For example, when filling in data describing my red jumper, if I erroneously select the colour 'Blue' from the list of available colours, 'Blue' is still a valid entry, but it does not represent the actual colour of my jumper. This is why Data Validation should always be accompanied by Data Quality and Data Governance measures.
Related Content
BackOur Services
Strategic Consultancy
We work with our clients to understand your business vision and objectives, allowing us to curate a data strategy that compliments your goals. We provide a future state vision with concise requirements and the frameworks to make the right technology selection for you, alongside the organisational change roadmap required for you to become a data driven organisation.
Delivery & Implementation
Amplifi has become the most trusted name globally for the successful delivery of data driven solutions. Our delivery methodology is focused on all the key aspects that make data initiatives successful, focusing on not just the technology implementation but the required change initiative and the supporting quality metrics to ensure long-term, and sustainable success.
Support & Enhance
People see data initiatives as projects, but in fact there is a long term operation that needs to be run and evolve with your changing business. We provide consultancy and support to enhance and troubleshoot your data issues, ensuring the long term success of your initiative.
