Placement infrastructure for colleges that need signal, not spreadsheets.
One role-aware web application for students, college admins, and platform operators. Aptitude practice, live AI interviews, readiness trends, and tenant-safe analytics all live in the same system.
Phase 1 operating model
B2B-first tenancy, Clerk auth, built-in aptitude content, role-based interview rubrics, and platform-wide usage oversight.
Practice assigned tests, launch interviews, and review transcript-backed recommendations.
Invite students, assign tests, inspect reports, and isolate struggling cohorts quickly.
Manage colleges, bulk import, and monitor platform health without cross-tenant data leakage.
Tenant-safe student readiness
College placement cells get cohort-level visibility without losing student-level drill-down.
Timed aptitude practice
Built-in banks cover company-type and skill-type prep, with assignment and weakness tracking.
Live AI mock interviews
Voice-only interviews run through LiveKit and score against role-specific rubrics for actual hiring lanes.
Analytics that reach action
Readiness trends, transcript inspection, and flagged students give admins an operational dashboard instead of vanity charts.