The Orientrix Guide
How the platform works.
From a scanned answer sheet to a student who knows exactly what to fix — this is the whole journey, step by step, for every role. Ten minutes here saves your first week.
The pipeline at a glance
- 1Question paperUpload or generate (GenQP)
- 2RubricAI-drafted, instructor-finalized
- 3Answer sheetsBatch upload, whole PDFs
- 4AI evaluation5-phase pipeline with QA gates
- 5Instructor reviewFlags, spot-checks, approval
- 6PublishAnnotated PDFs + feedback to students
- 7Close the loopAnalytics → mock tests → remediation
For Instructors
Upload once. The pipeline does the rest.
- 1
Create a subject & add resources
Set up your subject and upload syllabus PDFs, study materials, previous papers, and model papers. Every other product — GenQP, GenLib, evaluation context — draws from this one library.
- 2
Bring a question paper
Upload an existing paper (with an optional official answer key — it becomes the authoritative marking scheme), or generate a fresh one with GenQP from your resources: sections, choice rules, difficulty mix, Bloom’s distribution.
- 3
Review the rubric — this is the contract
The AI drafts a rubric: per-question marking schemes, keywords, choice rules. Review it like an examiner. Split "OR" questions into choices with one click, fix marks (decimals supported), reorder, undo freely. The marks-sanity banner warns when questions don’t add up to the paper total. Save the draft, then finalize — finalizing locks it, and every sheet is graded against exactly this rubric.
- 4
Pick the evaluation mode
Strict (rubric wording is ground truth — best with an answer key), Balanced (default — synonyms and paraphrases earn marks), or Flexible (examiner-style discretion). The mode changes how generously each rubric step is judged, never the mark allocation itself.
- 5
Upload answer sheets as a batch
Whole scanned PDFs, any handwriting, any of 100+ languages. The pipeline runs extraction → verification → mapping → grading → QA verification per sheet, with strike-offs respected and unclear handwriting flagged instead of guessed.
- 6
Review, spot-check, approve
Flagged sheets surface first. Use OCR review to correct any misread text, spot-check a sample of graded sheets, adjust individual marks with a full audit trail, then approve the batch. Nothing reaches students before your approval.
- 7
Publish & export
Students see annotated PDFs and per-question feedback the moment you publish. Export the marks sheet to Excel (choose exactly which columns: roll number, name, per-question marks, totals, percentage, grade), download annotated PDFs, or per-student GenEval reports.
- 8
Close the loop
Batch analytics show weak topics per class. Spin up a weakness-targeted mock test with GenMock, or a remedial GenTutor course scoped to the students who need it — enrollment is automatic for eligible students.
For Students
Every mark explained. Every gap actionable.
- 1
See your result, not just a number
Your dashboard shows each evaluated paper with per-question marks, the rubric criteria you met and missed, and your annotated answer sheet — the reasoning behind every mark is written down.
- 2
Ask GenChat why
The built-in tutor chatbot has your evaluation open. Ask "why did I lose 2 marks in Q4?" and it walks you through the gap between your answer and the rubric — then explains the concept itself.
- 3
Dispute through the proper channel
If you believe a mark is wrong, raise a review request from the result itself. It goes to your instructor with your justification attached — a documented trail, not an email argument.
- 4
Practice with mock tests
Instructor-published mock tests run through the same evaluation engine as real exams — so practice feedback matches exam standards exactly.
- 5
Fix weak areas with GenTutor
Remedial courses target the exact topics you lost marks on: lessons, flashcards, quizzes, and revision plans generated from your own performance.
For Admins & Chairpersons
One pane of glass over the whole institution.
- 1
Onboard your college
Register the institution, pick a plan sized by student count, and pay online — the workspace, admin account, and credit pool are provisioned automatically. Add instructors and students in bulk.
- 2
Set institutional standards
Configure grading criteria (grade bands and colors), result display rules (percentages, grades, CGPA scale, pass marks), and your college branding — every report and student view follows them.
- 3
Manage credits
Evaluation runs on a shared credit pool. Track spend per feature, top up online, and approve instructor credit requests. Failed jobs auto-refund.
- 4
Watch the dashboards
College-wide analytics: batch outcomes, subject-level trends, at-risk students, instructor activity. Chairpersons get the cross-college organization view with drill-down to any instructor’s batches.
Ready to see it on your own papers?
Questions this guide didn't answer? The FAQ covers pricing, security, and accuracy — or book a demo and bring your toughest answer sheet.