AI Rubric & Grader for CBSE, ICSE & State Board Teachers
Generate a clear, board-aligned marking rubric for any essay, project or answer in seconds — then grade student work against it with consistent, criterion-by-criterion feedback. Built for Indian classrooms, NCERT topics and Class 1-12.
The problem
Indian teachers handle 40-60 students per section across multiple classes, and grading open-ended work — essays, projects, long answers, holiday assignments — eats evenings and weekends. Marking is also inconsistent: the same answer can score differently depending on the teacher's mood, the time of day, or which paper in the pile it is. Building a fair rubric from scratch for every CBSE/ICSE/State board assignment is tedious, so most teachers fall back to a single number out of 10 with no feedback the child can act on. Parents then ask "why only 6 marks?" and there is no clear answer to point to.
A real sample for an Indian classroom
ICSE · Class 9 · English Language — Analytical essay: 'Is social media good for teenagers?' (20 marks)
Analytical Essay Rubric — ICSE Class 9 English
Topic: “Is social media good for teenagers?” | Total: 20 marks | 4 criteria × 4 performance levels
| Criterion | Exemplary (full marks) | Proficient | Developing | Beginning |
|---|---|---|---|---|
| Thesis & argument 5 marks | Clear, debatable thesis stated early; a consistent point of view runs through the whole essay. (5) | A clear stand is taken; argument mostly stays on track with minor drift. (4) | A position is implied but not clearly stated; argument wanders. (2–3) | No clear stand; the essay lists points without an argument. (0–1) |
| Evidence & reasoning 5 marks | Each point backed by relevant examples or reasons; counter-view acknowledged and answered. (5) | Most points supported with examples; reasoning is sound. (4) | Some points unsupported; examples are vague or repeated. (2–3) | Opinions stated with little or no support. (0–1) |
| Structure & coherence 5 marks | Clear introduction, body and conclusion; paragraphs linked with smooth connectives. (5) | Logical paragraph order; a few weak links between ideas. (4) | Some paragraphing, but order feels random in places. (2–3) | One block of text with little structure. (0–1) |
| Language & mechanics 5 marks | Varied vocabulary and sentence types; grammar, spelling and punctuation almost error-free. (5) | Mostly accurate; a few slips that don’t hinder meaning. (4) | Repeated errors in grammar/spelling; meaning sometimes unclear. (2–3) | Frequent errors make the essay hard to follow. (0–1) |
Worked example — how one paragraph maps to the rubric
| Criterion | Level | Marks | Feedback for the student |
|---|---|---|---|
| Thesis & argument | Proficient | 4 | A clear stand is taken in the first line — good. State it as a fuller thesis next time. |
| Evidence & reasoning | Developing | 2 | One personal example only; add a second reason and consider the other side of the argument. |
| Structure & coherence | Developing | 2 | Ideas are linked but cramped into one short paragraph; split into intro, body and conclusion. |
| Language & mechanics | Proficient | 3 | Sentences are correct but simple; try a few connectives like ‘however’ and ‘therefore’. |
| Total | 11 / 20 | Solid stand, but back it with stronger evidence and proper paragraphing to move up a band. | |
Sample generated by Inforida Orbit. You can rename criteria, change mark bands and edit every comment before sharing. Final marks always stay in the teacher’s control.
A 4-criteria analytical essay rubric with 4 performance levels each, plus a worked example showing how one student paragraph maps to the rubric. Edit any descriptor or mark band before you use it.
How it works
- Tell Orbit the assignmentPick your board, class, subject and topic, then describe the assignment — an ICSE Class 9 analytical essay, a CBSE Class 7 history project, a State board Class 10 long answer. Set how many criteria, how many performance levels and the total marks.
- Get a board-aligned rubricOrbit drafts a complete rubric — named criteria, descriptors for every performance level and a mark band for each — calibrated to the language and rigour expected at that class and board. Edit any wording or weighting inline.
- Grade student work against itPaste a student's answer and Orbit maps each criterion to a level, suggests a score and writes a short, specific comment ('thesis is clear but two body paragraphs lack evidence'). You stay in control — accept, adjust or override every mark.
- Share consistent feedbackExport the rubric and the filled-in grade sheet, or reuse the rubric across the whole section so every child is marked on the same yardstick. Inside a school's Inforida subscription, grades and remarks flow into the Nucleus gradebook and parent app.
What it means for you
Grade smarter, not longer — start with Orbit
Build your first board-aligned rubric free, or book a demo to see Orbit grade your own class's essays and sync marks to the Nucleus gradebook and parent app. Orbit is part of every school's Inforida subscription.