RLHF Vendor Due Diligence: What Legal and Safety Teams Ask

Preference data without lineage is a compliance trap. Require annotator vetting records, rubric versioning, and export fields that map labels to reviewer roles.

Harbor structures RLHF programmes with milestone QA and auditable exports.

Key takeaway

Preference data without lineage is a compliance trap. Require annotator vetting records, rubric versioning, and export fields that map labels to reviewer roles.

Bottom line

Harbor connects structured contributor programmes with enterprise QA and delivery—see linked programmes above to start.