Suitability signals
Single CV ↔ role comparison
Compare one CV against one role to surface alignment signals. This does not determine hiring decisions.
Session-only
Role and CV input
Text is processed in memory only using shared deterministic scoring.
Guardrails
System behaviour
Deterministic
One role and one CV at a time.
Banding based on deterministic overlap signals.
Skill, seniority, and environment signals only.
No crawling, storage, rewriting, or enrichment.