Pass My TCF 

Francophone track migrants and students preparing for TCF Canada or TCF ANF within a six to twelve week window on a tight budget.

Interviewed 15 or more past candidates to map where they lost points and which resources wasted their money.

Sign up, take a diagnostic, receive a personalised study plan across the four TCF skills, practise with feedback, then track readiness against exam constraints.

Validated with a manual cohort where writing samples were scored by hand before building the automated grader.

Shipped speaking and writing first because candidates lose the most points there, with reading and listening once the grader was stable.

Prompt chains score writing and speaking against the TCF rubric and give targeted remediation, presented as guidance rather than official results.

Diagnostic to active user conversion, weekly practice sessions per user, score improvement between mock exams and pass rate.

First version live with early candidates self pacing their preparation, with a growth loop planned around pass rate testimonials and referrals.