Your rubric sets the standard.
Define expected reasoning, partial credit, and marking criteria before evaluation begins.
AI + expert answer-sheet evaluationHandwritten exams.
Handwritten exams.
Evaluated by AI.
Reviewed by experts.
Upload scanned answer sheets with your marking criteria. Get question-wise marks, clear feedback and expert review. You decide when to release results.
AI assists. Educators decide.
Already have an invitation?
Evaluation workspacePrepared sample
Biology / Question 014 marks
THE STUDENT’S ANSWER
Plants use sunlight to turn carbon dioxide and water into glucose and oxygen.
REVIEWED MARK3/4
Reviewed · one point restored
The evidence earns the point.
“Sunlight” meets the rubric. The expert restores one mark and records why.
AI intelligence + human judgment Collective intelligence.
EARLY WORK. CONCRETE PROGRESS.
Built with educators.
Learning from real copies.
- Answer sheets evaluatedIn early testing
- 121+
- Local organizations engagedEducational institutions & teaching teams
- 5+
Early activity, with formal accuracy benchmarks still ahead.
Explore the evidenceSUHI AI · TWO EVALUATION SERVICESChoose the review.
Choose the review.
Keep the control.
Your institution supplies the copies and rubric. SuhiMark completes the evaluation. Choose how expert review enters the process.
Follow a copy Illustrative route
- 01 / INSTITUTIONUpload with context
Student-linked scans, question paper, reference answers and a fixed rubric.
- 02 / SUHI AIEvaluate & validate
Question-wise marks and useful feedback, with evidence, totals and uncertainty checks.
- 03 / SUHIMARK EXPERTAudit every question
A subject expert inspects the evidence, adjusts marks or feedback where needed, and approves the current version.
Expert-approved report → institution
Question-wise marks, reasons, improvement feedback and a checked-copy PDF.
Publication is always your decision.Your institution can request a refinement, then release results. Parent delivery requires its approval.
Turnaround depends on paper length, scan quality and review needs. Explore your subject and service scope during onboarding.
AI+ / Follow one answerFrom a proposed mark
From a proposed mark
to a reviewed decision.
A total score can hide the useful part: what a student understood and what needs work. Explore how the answer, rubric, and educator’s judgment come together.
THE ASSESSMENT JOURNEYIllustrative example
Assessment / BiologyStudent BIO-014
Answer sheetLinked to student ID
Master question paperAssessment context
Official answersReference material
Teacher rubricMarking criteria
Unclear writing needs confirmation before it supports a mark.
THE OUTCOMEStudent-linked source material
01 / 04An illustrative sample, using prepared content. No live model or student paper is processed here.
Try the walkthrough today.Live assessment integrations and formal benchmarks are in development.See implementation status ↗
Inside SuhiMark SIHWhat would
What would
you award?
The AI has proposed a mark. Would you keep it? Inspect the answer and the rubric, then make the decision yourself.
Try the review room No sign-up. No student data. Your judgment leads the example.Explore the V7 architecture →YOUR SEAT AT THE REVIEW TABLE
THE STUDENT WROTE
“Plants use sunlight…”
AI draft 2/4Your decision ?/4
Find the evidenceReview the markApprove & release
THE UPDATED WORKFLOW · 3 MIN 18 SECSee the whole
See the whole
assessment journey.
See AI and AI+ in action: from student-linked scans to completed feedback, expert resolution and institution-controlled release.
Read the walkthrough
The film uses on-screen text and music, with illustrative workspaces and sample marks. Here is the same process in words.
- The institution prepares: link scans to student IDs and supply the question paper, reference answers and marking rubric. Choose AI or AI+.
- Suhi AI evaluates: read and map each answer, apply the rubric, prepare question-wise marks and feedback, then check evidence and totals.
- AI completes clear copies: checked marks, feedback and a PDF go to the institution. If a question or answer remains uncertain, that copy goes to a SuhiMark expert for resolution before handover.
- AI+ includes a full expert audit: a subject expert reviews every question in every copy. They compare the source with the rubric, discuss proposed changes with AI, correct marks or feedback, and approve the saved version. Unreadable evidence requires a better scan.
- The institution receives completed work: inspect the report, optionally request a refinement from SuhiMark, then decide when to publish. Student access follows publication; parent delivery needs institutional approval.
- The student gets a useful report: original answers, question-wise marks, reasons, strengths and specific improvement feedback stay together in the checked-copy PDF.
- V7 explains the architecture: preserve originals, prepare pages with classical computer vision, read and map evidence, then use suitable rules or a qualified grading model. Unresolved evidence is held for expert resolution.
- Learning is separate from correction: an expert fixes today’s result. Training requires permission, quality checks and independent evaluation before any future model release.
The public examples do not process live student papers. Explore a sample review or inspect architecture and implementation status.
Designed around the details that matterMore than a mark.
More than a mark.
A useful next step.
The goal is simple: help educators review with context and help students understand what to do better.
Feedback beyond the total.
Connect each question to the student’s answer, awarded marks, strengths, and a specific next step.
Every copy stays connected.
Keep scanned answers, checked reports, and review status associated with the correct student ID.
Release stays in your hands.
Review the completed copy, request refinements, and choose when students and parents receive results.
FEEDBACK THAT HELPS STUDENTS PROGRESSThe right tone.
The right tone.
The same standard.
Encouraging for practice. Balanced for revision. Exam-focused for preparation. Explore how the same feedback can meet different learning needs.
Marking rules belong in your rubric. Agree on partial credit, required steps and accepted methods before evaluation. Apply the same rules to every copy.
Change the feedback tone. Keep the marks unchanged.
Pair what worked with what needs attention.
Correct inputs, products, and role of sunlight. The energy conversion is not explained. Add that light energy becomes chemical energy stored in glucose to meet the final criterion.
Planned feature · Try the preview. These prepared examples change the wording, never the score. No live assessment runs here.
Your teaching. Your context.Built around
Built around
your institution.
From a tutor’s batch to a college department, the workflow keeps student records, assessment, and release decisions connected.
Discuss your institutionA 30-minute conversation about your assessment needs.
Coaching institutes
Keep student IDs, batch uploads, review status, and checked copies together. Give every paper a clear path to release.
Universities & colleges
Bring department-specific rubrics and examiner oversight into a common review process, with academic ownership preserved.
Tutors & teaching teams
Make marking criteria visible and feedback actionable. Keep your attention on how students can improve.
Students & parents
Students see results after publication. Parent reports are sent only when the institution enables and approves delivery.
From the people who teachReal educators.
Real educators.
Real perspective.
Educator feedback from our early work. Explore each perspective at your own pace.
Himanshu Kumar
Operating Head, ICT Computer Centre, Dumka
“From the operations side, evaluation creates more follow-up work than people usually notice. SuhiMark makes that workflow cleaner and easier to manage, which can save faculty time and reduce unnecessary pressure during assessment periods.”
Dr. Shambhu Kumar Singh
Principal, S.R.T. College, Dhamri, Godda
“For a college, evaluation is not just about checking answers—it also demands consistency and faculty time. After using SuhiMark, I found the process far more manageable. It can reduce routine checking effort and give faculty more time for students and academic work.”
Vikas Kumar Shah
Founder & Tutor, ArthMarg
“My schedule is usually split between teaching, management, and building ArthMarg. Copy checking often becomes the work that follows you after classes. SuhiMark genuinely made that part easier and saved time I could put back into students and the institute.”
Daily topic quizzes · Coming soonToday’s lesson.
Today’s lesson.
Tomorrow’s confidence.
Turn each day’s learning topic into a focused practice quiz. A small check-in to help students discover what clicked—and what needs another look.
- Choose the topic
- Teacher reviews the quiz
- Students practise
THE DAILY CHECK-INConcept preview
What did you learn today?
BiologySample question / 01
Where does the oxygen released during photosynthesis come from?
- ACarbon dioxide
- BWater
- CGlucose
Before we meetA few good
A few good
questions.
Clear answers to the things institutions ask first.
Ask us something else ↗Does AI make the final marking decision?
In AI, clear copies complete after automated evaluation and quality checks. If an answer or question is uncertain, the affected copy goes to a SuhiMark subject expert before handover. In AI+, experts audit every question in every copy. Your institution decides when to publish in both modes.
How do feedback tone and marking strictness differ?
The planned Encouraging, Balanced and Exam-focused styles change how feedback is explained. They do not change marks. Marking strictness belongs in the assessment rubric: partial credit, required steps and accepted methods are agreed before evaluation and applied consistently to every copy.
What does my institution provide?
The question paper, official answers, marking rubric, and scanned answer sheets linked to student IDs. During a demo, we can discuss your subjects, copy formats, and review requirements.
Can our teachers question a reviewed result?
Yes. The intended workflow lets institution teachers send clarification or improvement requests to the SuhiMark specialist team before publishing. A discussion does not silently change the awarded marks.
Will parents automatically receive the checked copy?
Parent delivery is controlled by the institution. Parent email can be required by institutional policy, and sending the checked report depends on the institution’s release and delivery approval.
What can I try today?
Watch the product demonstration, explore the public sample journey, or book a 30-minute walkthrough. The workbench preview requires an invitation. The SIH page explains the architecture, implemented foundations, and remaining validation work.
Are daily learning-topic quizzes available?
Daily topic quizzes are coming soon. The interactive cards on this page are prepared examples of the planned experience: choose the day’s topic, have a teacher review the quiz, and give students focused practice.