Explainable talent matching
for every role
RecruitAI is the AI matching and prioritisation layer. It sources candidates, scores them with named factor groups, surfaces missing signals, and routes the shortlist to a human review gate before any outreach.
Agents in RecruitAI
Aria sources · Max scores · Nova outreaches (Starter+) · Quinn evaluates (Growth+)
RecruitAI · Match scoring
distributed systems Platform Engineer
Alex Rivera
Technology ✅
All required signals confirmed
Jordan Walsh
Technology ✅
Maria Santos
Technology ✅
RecruitAI capabilities
Domain-aware sourcing
Aria sources across your connected systems, the Kempian Talent Hub, and configured external channels. Filtered by domain before scoring begins. Cross-domain mismatches rejected, not scored lower.
Factor-level AI Confidence
Max scores every candidate with named signal groups: skills match, experience alignment, compliance readiness, location fit. Each factor has a source, a score, and a reason.
Missing signal alerts
Data gaps surface as explicit flags, not lower scores. Recruiter knows exactly what is unconfirmed before approving a candidate for outreach.
Operator review gate
Gate 2 requires explicit shortlist approval. Recruiter can approve, hold for more data, or reject each candidate with a required reason. Full audit trail.
What RecruitAI will not do
We publish our boundaries. Governed AI means explicit limits, not vague promises.
Make hiring decisions
Every score goes to a human review gate. No auto-hire, no auto-reject.
Contact candidates unprompted
Gate 3 approval is required before any outreach message leaves the system.
Claim to be bias-free
No AI is bias-free. We make the factor weights visible so you can audit them.
Guarantee highest-scored = best
AI Confidence is decision support. You know your business; the score informs, not decides.
Infer protected attributes
Demographics, race, gender, age are never evaluated. Professional signals only.
Replace your recruiters
Designed to amplify judgment, not remove it. Every gate requires human action.
See RecruitAI in action
A live sourcing run for a role in your vertical. Domain filtering, AI Confidence scoring, missing signal alerts, Gate 2 approval.