One pattern, every door.

End-to-end marking for professional qualifications

Eligibility checks, per-criterion evidence, explicit brief requirements, rubric-anchored banding, the official marksheet, and a permanent record per script — with referrals and resubmissions handled by the book.

Real-world documents into typed, evidenced fields

Templated or untemplated files, tables, appendices and embedded charts — read into structured fields with verbatim quotes, in multiple languages including Arabic. The same layer that powers marking, available for your document workflows.

Evidence-attached signals for human decision-makers

Reference credibility (are cited sources real, dated, plausible), AI-usage analysis, plagiarism and collusion indicators — every signal carries its evidence and lands with a person, never an automatic penalty.

The person submitting is the person enrolled

Candidate identity assurance for remote and distributed assessment, built on the same evidence-first pattern.

Criteria-based ratings from live video and imagery

Building and electrical-safety inspections analysed frame by frame: evidence detected per criterion, structured ratings produced with evidence frames pinned — extract, gate, judge, audit, applied to the physical world.

Grades, learners and trends by plain question

A conversational surface over the stored records: cohort trends, learner outcomes, and direct answers to “why this grade?” — retrieved from decisions, not reconstructed.