Supervision · · 2 min
Anonymizing a case for supervision: a before-and-after example
A fictional example removing names, institutions, dates and rare events from a summary, and distinguishing aliases from anonymization.
Author: SüpervizAI · Updated: 2026-10-05
For supervision, remove direct identifiers, review distinctive details and retain only context needed for the question. This may reduce identifiability but does not by itself establish legally anonymized data. Consider re-identification, particularly in unusual stories.
Review the text in three passes
First remove names, contact information, addresses, identity numbers and institutions. Then review exact ages, dates, locations, rare occupations and public events that could identify someone in combination.
Finally ask whether each sentence is needed for the supervision question. Remove excess and generalize context while preserving clinical meaning. Keeping a distinctive story intact should not override the purpose of sharing.
A fictional before-and-after example
Before: “A 37-year-old client who owns the only pottery workshop in district A reports avoiding customer meetings after the local festival on March 12.” This includes multiple distinctive details without a name.
After: “A fictional client in their thirties who works face to face with customers reports postponing meetings after a negative work experience. The location and exact date are unnecessary for the question.” This educational rewrite is not an anonymization test of a real dataset.
An alias is not the same as anonymous data
KVKK's description requires that identity cannot be established even by combining information. “Client A” is not anonymous in this sense if a linkage record or distinctive history remains.
Choose a non-identifying alias for a SüpervizAI client record. An alias does not remove the need to review the rest of the text. Review confidentiality and processing requirements for real records separately.
A final read before sharing
Read from the perspective of someone who knows the person. Could combined details reveal them? Does an attachment retain a real name or institution? Could earlier conversations about the same case increase identifiability?
If a clinical question needs an unusual or identifiable detail, consult a human supervisor under appropriate confidentiality arrangements. Use an entirely fictional case for a first AI trial.
Frequently asked questions
Does anonymization remove clinical meaning?
The question's context can remain while unnecessary details are removed. If generalizing a detail changes its meaning, review whether and how sharing is appropriate.
SüpervizAI prepared this content for education and product information. Fictional examples are not clinical assessments or treatment protocols. Clinical decisions and professional responsibility remain with the therapist.
Sources
Product descriptions were prepared by SüpervizAI. Citing these organizations does not imply that they endorse SüpervizAI.