Concept · Technical basics

Data integrity

Also called: data quality, data accuracy, clean data

Whether data stays accurate, complete and consistent over time. AI tools and reports are only as reliable as the data they read.

For example: An AI assistant keeps giving the wrong office hours because three different hours are stored in the system. That is a data integrity problem.

Connects to 6

• Data normalization Concept
• Ground truth Concept
• Data governance Concept
• Backup Concept
• Data literacy Concept
• Data lineage Concept