Modulario by AMCEF
Demó

AI open-answer grading — consistent essay scoring without hours of manual marking

Modulario AI grades open-ended answers, essays and case studies according to defined rubrics. Consistent, objective and fast scoring — instructors only handle borderline cases.

Megtakarítás: 10–30 hours / month on grading open-ended answers
Modulok: Képzés

AI open-answer grading: instant feedback instead of waiting

A course has 150 participants, each writing a 500-word essay. The instructor marks them manually in 75 hours — or sets a deadline two weeks out. AI grades them in 15 minutes and every student receives feedback immediately.

How AI grades

Defining the rubric

Task: Analyse an incident from a GDPR breach case study.
      Identify the cause, impact and propose corrective measures.
      (min. 400 words)

Rubric (defined by instructor):
  1. Identification of the incident cause (0–3 points)
  2. Analysis of impact on data subjects (0–3 points)
  3. Legal classification of the breach (0–2 points)
  4. Specific corrective measures (0–2 points)
  Bonuses: citing legislation, real-world examples (+1)
  Format and structure: 0–1 point
  Max: 12 points

AI grading of an answer

Answer: Jana Nováková
Word count: 612

AI grading:
  1. Cause identification: 2/3 ✅
     Comment: Identified the technical failure but did not mention 
     the organisational failure (absence of a DPO).
  
  2. Impact on data subjects: 3/3 ✅
     Comment: Excellent — concrete impact on both employees and 
     customers, with an estimate of scale.
  
  3. Legal classification: 1/2 ⚠️
     Comment: Art. 33 correctly cited, but no reference to Art. 34.
  
  4. Corrective measures: 2/2 ✅
     Comment: Concrete and actionable steps.

Total score: 8/12 (67 %) → Grade: B

Personalised feedback sent to Jana [delivered immediately]

Instructor only reviews borderline cases

AI flags answers within ±1 point of the pass/fail boundary for manual instructor review. Everything else is done.

Ehhez a felhasználási esethez szükséges modulok

AI grading essay learning LMS rubric

Gyakran ismételt kérdések

What criteria does AI use to grade an open answer?

According to the rubric defined by the instructor: key points the answer must cover (with weights), breadth and depth of argumentation, formal correctness (structure, language). The instructor sets the rubric once; AI grades all answers against it.

Is AI grading reliable for specialist topics?

For factual and analytical tasks (describe a procedure, explain a difference, analyse a case study): yes, 85–92 % agreement with human graders. For creative and highly subjective tasks AI provides an indicative score; the instructor makes the final decision.

Does the student see feedback from AI?

Yes — AI generates a comment on the answer: what was done well, what was missing, which key points were not covered. This feedback reaches the student immediately — not a week later after manual marking.

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Dávid Bělousov

Dávid Bělousov

Sales Director

+421 902 826 802 sales@amcef.com
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