Shortlist support for roles that need deeper review.
Self-serve is the default, but some AI roles need additional signal around delivery quality, tool depth, or fit to a narrow business workflow.
What it adds
Deeper review against the structured job brief and matching factors.
Clearer rationale around tool overlap, delivery scope, and work model fit.
A tighter shortlist path for roles where manual review still matters.
Best use cases
First AI hireNarrow technical nicheHigher-stakes workflow ownershipLimited team bandwidth