Examination Session
Create a new session or continue an existing one. Google Sheets remains the authoritative record.
Process Subject PDF
Each PDF page is rendered and marked deterministically. AI is used only to read learner identity.
Review Queue
Resolve flagged or ambiguous cards by assigning them to a learner before finalization.
Final Results
Finalization is blocked while review items remain open. Every registered learner remains in the final result; learners without a card receive X for that subject.