How does VELO help with AI-generated resumes?
VELO does not try to detect AI text. It checks whether the candidate can explain and defend the underlying work.
ai-proof hiring
Hire for ownership,
not generated output.
VELO helps hiring teams separate candidates who can defend their work from candidates who only present polished AI-assisted artifacts.
definition
What is AI-proof hiring?
AI-proof hiring is a hiring workflow that evaluates judgment, ownership, and defensibility instead of relying on artifacts that generative AI can produce or polish.
Best for
- Engineering teams reviewing project-heavy resumes.
- Recruiters who need a pre-interview technical signal.
- Startups trying to avoid false positives before onsite interviews.
Not for
- Replacing all human technical interviews.
- Measuring memorized algorithms as the primary signal.
- Bulk resume keyword filtering.
How it compares
SignalAI-era resume screenVELO screen
InputResume, portfolio, and GitHub links.A project claim plus adaptive interrogation.
Failure modeConfident candidates with generated projects pass through.Shallow ownership is exposed before interview time is spent.
OutputA subjective shortlist.A defensibility verdict with transcript evidence.
Questions searchers ask
When should a hiring team use VELO?
Use VELO before technical interviews when a candidate presents project work as proof of capability.