The De-identification Pipeline applies HIPAA Safe Harbor transforms before any row reaches the analytics warehouse.
Block risky publishes
If re-identification risk exceeds policy, the batch fails until compliance approves or transforms adjust.
Could not build diagram for model "example-healthcare".
Removes / hashes 18 HIPAA identifiers.
Shifts dates by per-patient salt.
Estimates re-id risk of the dataset.
The Identifier Scrubber handles the 18 HIPAA identifier classes.
The Date Shifter applies per-patient salt so timelines stay internally consistent.
The Re-identification Risk Scorer estimates residual re-id risk before publish.