Delpha only consumes a token when analyzing a record and generating recommendations — not when applying those recommendations.
Delpha tokens are only consumed when a record is analyzed—that is, when Delpha runs an evaluation and generates data quality recommendations.
When running a data quality assessment
When retrieving or refreshing recommendations
When applying a recommendation manually
When auto-copying a recommendation (if score threshold is met)
This allows users to review and apply changes freely without impacting their token balance once the initial assessment has been done.