GLOSSARY TERM
What is Data Drift?
Unexpected and undocumented changes to data structure, semantics, or statistical distributions.
Data drift can catastrophically break data mobilization pipelines. Strict validation checks within the M1 Layer catch drift immediately, preventing corrupted data from entering the vector database.
Prevent Data Drift Issues
Validate your data streams in real-time to protect your AI pipelines.