We believe that most lost marks
are not knowledge gaps, but process failures.
Assessment is not a final judgment, but a diagnostic map. We look past the result to the mechanical failure of the student's process.
Precision is our primary offering. By mapping answers to specific mark-scheme logic, we surface the exact point where the method broke down.
Every error is a data point for growth. In identifying the 'why' behind the lost mark, we empower students to master the method, not just memorize the answer.
Infrastructure — 02
Diagnostic
/ Engine.
Input Analysis
Lumina ingests student responses, mapping every character to the underlying mark-scheme logic.
Process Mapping
We isolate the specific step where the method diverged from the required assessment criteria.
Failure Detection
The engine identifies if the error was a misread prompt, a skipped step, or a calculation slip.
Logic Verification
Every diagnostic is cross-referenced against standard academic assessment frameworks.
Feedback Synthesis
Actionable insights are generated to guide the student back to the correct methodology.
Progress Tracking
Longitudinal data reveals patterns in process errors, not just fluctuations in knowledge.
A technical overview of how Lumina maps student performance to academic mark-schemes.
Assessmentisnotafinality—itisadiagnostic.
Lumina maps student responses directly to mark-scheme logic, identifying the precise process errors that cause marks to be lost. We move beyond simple scoring to reveal the mechanical failure points in student reasoning, providing actionable data for every step of the curriculum.