Public Decision Lab

See every shortlist decision.

Choose a role and run VeriAI's production scoring engine against 24 clearly labeled synthetic candidates. No login, hidden prompt, or real student data.

Policy filtersSkill evidenceVisible gaps
Running policy filters and ranking engine...