Explainability by default
Every recommendation traces back to specific evidence units and competency weights.
Full audit trails
Conversations, scores and decisions are stored as a replayable record for review.
Bias reduction
Standardised competency frameworks and counter-rotated panels reduce identity-correlated noise.
Human-in-the-loop
Hiring managers approve every decision; the system advises, it never overrides.
