For GCSE — structured-answer marking
Every script marked like it's the first of the day.
Marking fatigue is the quiet variable in every results season. Sokros applies the mark scheme as written checks with quoted evidence per point — so consistency doesn't depend on the hour, the marker, or the pile.
The mark scheme, applied literally.
Points and indicative content become countable, checkable gates. Level-of-response questions are judged against the descriptors with written reasoning — the same two-part pattern the professional-qualification pipeline runs today.
Point marks as deterministic checks, quoted per point
Levels judged against the board's descriptors, with reasons
Calibrated against examiner-marked scripts before going live
“…using a control group to compare against…” — 1 mark, AO2
Why exam marking suits this architecture.
Mark schemes are already rules
A GCSE mark scheme is the most declarative document in education — points, indicative content, level descriptors. Sokros encodes it as explicit checks, the same way it encodes an awarding body's minimum requirements.
Volume without drift
The tenth thousand script is marked to the same standard as the first, because the standard is configuration and policy — not a tired examiner at 11pm in results week.
Every mark traceable
Each awarded point cites the exact phrase that earned it. Remark requests become record lookups instead of full re-reads — the evidence was captured the first time.
Around the marking, the same machine.
The operational layer that runs professional-qualification centres today, adapted to exam-season shape.
Review queues, not piles
Marked scripts land in batch review by state — clear awards release on your rules, thin margins queue for an examiner with the evidence attached.
Item-level insights
Most-missed points, questions that split the cohort, marks lost to one misread command word — read from the marking record, question by question.
Integrity where it matters
AI-usage and similarity signals for coursework and NEA, with flagged passages quoted — always a signal for an examiner, never an automatic penalty.
Private by architecture
Candidate scripts stay in your boundary: UK-based processing, no third-party AI services in the marking path, nothing used to train models.
Calibrate against your examiners.
Bring a question paper, its mark scheme and a set of examiner-marked scripts. We'll show you where the system agrees, where it differs, and the evidence either way.