Structured Assessment

A multi-stage self-assessment scores responses deterministically against a configurable question bank, tailored to the learner's audience type and profile.

LLM-Powered Tutoring

A contextual tutor guides learners through the assessment and explains recommendations, grounded in the learner's own scores and weak areas - never in charge of scoring itself.

Targeted Recommendations

Deterministic, rule-matched recommendations point learners to concrete next steps based on their weakest-scoring categories.