Reduce personal-data exposure in HR documents
Check CVs, interview notes, reviews, contracts and internal messages before using AI to summarise, draft or classify them.
People documents often combine identity, contact details, pay and sensitive employment context in one place.
What you can do with Privalume
- See related details grouped together
- Preserve the meaning of the document
- Edit the working copy before it leaves your hands
Recommended process
- 01Define the job criterion
Decide which skills or experience the task needs before reviewing the CV or assessment.
- 02Separate identity from merit
Remove contact details, photographs and unrelated data; retain relevant roles, skills and outcomes.
- 03Keep a human decision
Check the output, inferences and possible bias before any decision affecting a person.
Practical example
Goal: You want to summarise experience before an interview.
Working document
The CV includes name, photograph, address, phone and date of birth.
Prepared copy
CANDIDATE_1 keeps roles, skills and achievements; unnecessary identity and contact details are excluded.
What you still need to check
- Unusual studies, employers and dates can re-identify someone.
- It does not assess discrimination, bias or automated decisions.
- Sensitive categories expressed indirectly may not be detected.
Related guides
Preparing and reviewing a copy can reduce exposure, but critical documents still need a final review before sharing.