UnaGPT Intro

AI Marking

UnaGPT · all-subject AI self-study system×Batch Analysis Wizard

Using advanced AI, it analyzes answer steps in real time, pinpoints the true gaps, and delivers personalized improvement suggestions!

Quick demo
AI grading reportChinese composition
15/ 21
Content6
Expression4
Structured5

Misspellings:Get through the tough timesGet through the tough times

Sentence rewrite:He is very happy.His face lit up with joy, unable to hide his excitement.

Content suggestions:Deepen the theme, adding arguments and supporting examples…

Image answersMathematics
MathematicsImage answers:二次曲線 C 與陰影區域 R
Analysis reportEnglish composition
Grammar 2Spelling 1
✓ Handwriting/image recognition✓ Self-learning / batch instant grading✓ Individual / class analysis reports

One platform connecting teachers and students, an all-in-one fix for the three biggest pain points of everyday teaching

Pain point 01

Heavy grading workload

Grading an entire class's essays and exercises by hand, one by one, drains huge amounts of teachers' time and energy every week.

Pain point 02

Lagging learning feedback

Students often wait days to get work back, missing the prime moment to correct mistakes on the spot.

Pain point 03

Hard to address individual differences

In a large-class setting, teachers struggle to give every student consistent, targeted guidance.

UnaGPT's AI solution
FOR STUDENTSAI self-study system

Students upload handwritten work and AI grades it automatically, delivering personalized feedback and analysis reports instantly.

Handwriting recognitionInstant feedbackIndividual report
Student 1Task 6: Chinese narrative-expressive essay (35 marks)
Question 1(35 marks)
"A Friend Who Loves to Help" — Describe how this friend lent you a hand when you needed help, and share what you learned about friendship and mutual support.
#1Submitted 2026-06-12 14:16:31Score 19
My good friend Mei-ling is someone who is always more than willing to help others. Last winter I forgot to bring a coat, and the moment Mei-ling noticed she lent me her scarf, which made me feel so warm inside…
Score detailsLanguage analysisParagraph analysisOverall feedback
Scoring items
ContentStays on theme and cites concrete examples of the friend lending a hand (lending a scarf, walking the writer home in the rain), but the lesson drawn is underdeveloped.
8
Sentences & word choiceThe piece reads fairly smoothly with broadly appropriate word choice, but some sentences have structural issues and the sentence patterns are rather monotonous.
6
FOR TEACHERSBatch Analysis Wizard

Upload a whole class's work at once: AI automatically splits the questions, grades each script, and generates a full class report.

Batch gradingAutomatic question splittingClass report
WritingUpload student scripts as PDFs or images. We'll mark them sequentially against the scheme.
● Complete5/5 marked
Add more student scriptsDrop PDFs or images, or click to browse
+ Add files
Sample1.pdf · 2.1MBMarked
3 / 1225%
Student scriptView report ›
Sample5.pdf · 2.1MBMarked
12 / 12100%
Student scriptView report ›
Sample4.pdf · 2.1MBMarked
10 / 1283%
Student scriptView report ›
Sample3.pdf · 2.1MBMarked
8 / 1267%
Student scriptView report ›
Sample2.pdf · 2.1MBMarked
4 / 1233%
Student scriptView report ›
New for 2026 NEW

Image-answer analysis, supporting many image types

More than just text! AI can gradeCircling, simplifying, matching, drawing, bar charts, vertical arithmetic, clock faces, labelingand more image-based answer types —— Students answer in a more intuitive way, no longer confined to writing text

  • Handwriting / image recognition — upload every subject the same way
  • Supports item-by-item grading, pinpointing exactly what's right and what's wrong
  • Full coverage from primary TSA to secondary HKDSE
Real answer-grading examplesStudents photograph and upload handwritten work; AI scores item by item
PrimaryVertical formPrimary · Remainders
Long divisionHandwritten answers
Quotient "18", subtraction borrowing, remainder "24"All correct
PrimarySimplifyPrimary · Simplest Fraction
Fraction simplificationHandwritten answers
clear signs of simplification; arrives at the correctSimplest fraction 7⁄9
PrimaryStatistical chartPrimary · Data Handling
Bar chartHandwritten answers
4 bar heights correct;missing an overall title; no ruler usedand lose marks
PrimaryMatchingPrimary · Map Elements
Matching配對Handwritten answers
Only the direction marker is correct;The other three matches are incorrect, precisely pinpointing
PrimaryDesign drawingPrimary · Periscope
潛望鏡Design drawingHandwritten answers
Appearance, light path, and materials clearly shown;Dimensions not labeled in standard unitsand lose marks
PrimaryCircuit diagramPrimary · Switch Circuit
Circuit diagram designHandwritten answers
Closed circuit, symbols, and switches correctly connected in series;did not label conductive/insulating materialsand lose marks
SecondaryBox plotSecondary · Core Maths
Box plot手繪Answering
Stem-and-leaf plot organization and box plot drawing,Item-by-item scoring
SecondaryArea under the integralSecondary · Extended M1
Area under the integral手繪Answering
Area under the curve and integration steps,Accurately identify lost marks
SecondaryCurve sketchingSecondary · Extended M2
Curve sketching手繪Answering
Function curve and turning points marked,Item-by-item image scoring
SecondaryFree-body diagramSecondary · Physics
PhysicsFree-body diagramAnswering
labeling force directions and components, Conceptual blind spots flagged instantly
SecondaryApparatus diagramSecondary · Chemistry
ChemistryApparatus diagramAnswering
the apparatus setup and calorimetry steps, Combined image-and-text grading
SecondaryERDSecondary · ICT
ICT 實體關係圖Answering
Entity-relationship diagram design,Item-by-item checking and scoring
Upload questions卷
1Upload questionsLaunch the project and uploadQuestion paper and marking criteria
AI auto-segments questions
2AI auto-segments questionsOCR extractionthe question content, andAutomatic question splittingBreak it down one by one.
Review questions
3Review questionsConfirm questions and criteria are correct,Optionally export XML to the UnaGPT self-study system
Upload answer sheets
4Upload answer sheetsUpload in one goWhole-class student answers
AI auto-grading
5AI auto-gradingPinpoint the answer area, grade each one andGenerate report
Get results
6Get resultsObtainWhole-class score sheet, and downloadindividual PDF reports
Question
1Upload questions2AI question segmentation3Review questions
Answering
4Upload answer sheets5AI Marking6Get results
New for 2026 NEW

Batch Analysis Wizard, fully automated from upload to AI report

Teachers simply upload the question-paper PDF and the whole class's answer scripts, and the system can thenAutomatic question splitting, OCR capture, grading, and report generation —— fully transparent throughout, with teachers able to review at any time.

  • Automatically converts question papers into digital format, for easy editing and management.
  • Auto-optimizes each subject's marking criteria, mapped one by one to each scoring criterion.
  • SupportMultiple question types, such as essays, short answers, calculations, multiple choice, and fill-in-the-blank.
  • Based on the Answer in Chinese, English, or equations, it automatically selects the most suitable recognition technology.
  • Locate each questionPinpoints each student's answer region, accurately matched to every question.
  • Grading quality and UnaGPT self-learning systemon par — equally accurate and reliable.
New for 2026 NEW

Una Question Bank: Built specifically for Hong Kong primary and secondary schools, closely aligned with EDB and HKDSE curriculum guidelines

From Primary 1 to Secondary 6,Starting from the knowledge structure, preparing lessons, setting questions, and reviewing point by point; every question comes with marking standards and a sample answer,Export to the AI self-learning system with one click

  • 47,711 questions · 37 subjects from P1 to S6 · 5,396 assessment points
  • Bilingual Chinese-English display — switch interface and questions with one click
  • Draft → Review → Publish, with a teacher-review workflow standing guard
  • Diverse question types: multiple-choice/short-answer/structured/data-response/writing/image-based answers
Coverage
P1-P6
ChineseEnglishMathematicsHumanitiesScience
S1-S6
ChineseEnglishMathematicsArtsSciencesBusinessOther
Una Question Bank · 知識Structured圖
① Knowledge structure map —— Subject → Syllabus → Topic → Assessment point
Una Question Bank · 試題範例
② Sample question —— with marking criteria, reference answer, and accompanying figure
Full coverage of teaching and learning

All-in-one AI teaching support

From creating exercises and grading feedback to class reports and privacy protection —— One platform covering every stage of teaching and learning, boosting teaching effectiveness.

  • Customizable exercises and grading criteriaTeachers can freely create practice activities, customize marking standards, and add school-based learning materials.
  • Encourage correction, strive to improveAfter reading the AI feedback, students can revise and resubmit their answers, while teachers can set a maximum number of attempts (1–3).
  • Students appeal, teachers reviewWhen a student files an appeal, the system instantly notifies the teacher to review it, helping guide the student's learning.
  • Class insights · Privacy protectionClass reports give you a handle on the whole class's progress, with student data under strict privacy protection.
Answer type
Text
Question
◉ OCR

In your drama class, you and your classmates had to perform a 10-minute comedy sketch without a script or any preparation time. It was your first time doing improvisation.

Write a diary entry about this experience.

Full marks
21
Marking criteria
HKDSE English Writing
◉ OCR

The grading will be divided into three categories: Content, Language, and Organization. Each category can score up to 7 marks.
Content:
Score 7: The content is very extensive and completely fulfills the requirements of the question. It is highly relevant, and all ideas are well developed.

Sample answers
◉ OCR
Answer language
English
Output language
English
Custom grading interface —— customize exercises and marking standards
Student performance report
Summary

In this writing assessment, students generally grasped the requirements of descriptive and expressive writing, developing their pieces around the theme and weaving what they saw and heard together with life lessons and emotion. They frequently employed devices such as metaphor and personification, reflecting their powers of observation and association toward everyday things. The highest-scoring pieces tightly bound the object described to genuine feeling.

Statistics
QuestionTotal studentsLowest scoreHighest scoreAverage scoreMedianStandard deviation
1857109.199.50.91
Question 1
Score distribution
Number of people
Score-band distribution
Common misspelled characters
recievereceive
Word choice must fit the context; avoid errors from look-alike characters.
Class AI report —— student performance reports and statistics
Class · P6 WritingClass · #1 Trial Lesson
OverviewSubmission recordsLog in
Export submission records
StudentTotalTask 1Task 2Task 3
Student 15··5
Student 2····
Student 36·4·
Student 4····
PauseComplete
Teachers stay flexibly in control of the lesson —— convene, pause, and close the classroom, and set "waiting points"
Student 1Task 4: English Writing (12 marks)
Question 1(12 marks)
You have been studying environmental disasters in class. You have been tasked with writing a speech … Write your speech in about 150 words.
#1Submitted 2026-06-12 14:21:09Score 5
Submitted content
Good morning everyone. Today I talk about some important environment problems we face. First, bushfiring is a big issue. They destroy habitats and kill many animals. Then there …
Score detailsLanguage analysisParagraph analysisOverall feedback
Scoring items
ContentThe answer covers most of the relevant content, including the jungle fire…
3
Grammar errors
important enviroment problems
enviromentenvironment
Spelling errors
環境主題圖片
Submit (2 left)
Students keep learning anytime, anywhere —— the cloud saves their work automatically
Cloud-based virtual classroom

A real-time AI cloud virtual classroom

Teachers control the lesson's pace in real time while students keep learning anytime, anywhere —— Stable, reliable cloud architecture, backed end to end by a professional Hong Kong team.

  • Flexible control over class flowPublish AI reports instantly or after review, and freely convene, pause, and close the classroom.
  • Learn alongside self-study resourcesLessons can incorporate varied teaching materials, with full support for text, images, audio, and video.
  • Generate one-time login passwordsTeachers can generate a one-time password for students who forget theirs, for smooth login to the system.
  • Keeping students learning without interruptionThe cloud automatically saves student work, so if there's a power cut or Wi-Fi drops, learning can continue instantly on another device or network.
  • Attentive technical support and teacher trainingA Hong Kong professional team with seven years of experience serving schools, responding quickly by email and WhatsApp.

Significantly Improve AI Grading Accuracy!

90%+Multi-subject DSE pass rate
+10%On average above off-the-shelf AI
11 subjectsTested on real DSE exams

Below is what the UnaGPT AI engine produced for DSE public-exam questionsaccuracy, benchmarked for real —— applying DSE marking criteria directly, with no human-teacher tuning required, already comfortably outperforming common off-the-shelf AI across many subjects.

SubjectCommon off-the-shelf AIUnaGPT
English reading comprehension2023 DSE English Paper 1 Part A
93.8%
100.0%+6%
Chinese reading comprehension2023 DSE Chinese Paper 1
78.6%
92.9%+14%
Mathematics Paper 12023 DSE Mathematics Paper 1
100.0%
100.0%
Mathematics Extended Part Module 1 (M1)2023 DSE Mathematics M1
75.0%
83.3%+8%
Mathematics Extended Part Module 2 (M2)2022 DSE Mathematics M2
83.3%
83.3%
Physics2023 DSE Physics Paper 1B
77.8%
88.9%+11%
Chemistry2024 DSE Chemistry Paper 1B
92.9%
100.0%+7%
Biology2023 DSE Biology Paper 1B
90.9%
90.9%
Economics2024 DSE Economics Paper 1B
72.2%
100.0%+28%
CitizenshipDSE Citizenship and Social Development sample questions
66.7%
100.0%+33%
ICTDSE ICT Paper 1B
80.0%
80.0%
Accuracy is calculated with a one-mark tolerance (0 → 0, 1 → 1/2, ≥2 → ±1 mark). The system also supports other subjects, such as Chinese History, Geography, and Tourism & Hospitality.
Essay scoring comparison
Chinese Language命題作文 — UnaGPT 與 DSE 門檻Score comparison
Chinese set-topic composition — UnaGPT vs. DSE threshold scores
English Language作文 — UnaGPT 與 DSE 門檻Score comparison
English composition — UnaGPT vs. DSE threshold scores

Media Report: AI Drives Success in HK Schools

Testimonials

AI teaching is an important component of our school’s three-year plan. We have always hoped to provide students with a self-directed learning model, as they have teacher guidance on campus but may lack support at home. Our goal is for the AI system to become a mini-teacher that students can turn to for help at any time. We also hope to cultivate a correct attitude toward AI, helping students understand it is not just for completing homework, but for solving difficult problems to make future learning more ideal. Before choosing UnaGPT, I had been looking forward to an AI software that could integrate all teaching functions. Currently, UnaGPT is the most complete one, and after repeated trials by several teachers, we finally decided to adopt it.

Initially, we were looking for an AI system that could specifically bolster our language curriculum. After a semester of rigorous evaluation, we chose UnaGPT. The greatest challenge was the cultural shift of integrating AI into the campus; naturally, teachers were skeptical about the accuracy and reliability of AI-generated feedback. However, through deep collaboration and bespoke fine-tuning with the Una team to meet our school’s specific needs, that skepticism has vanished. Even after just a few months of implementation, there has been a remarkable surge in teacher confidence regarding the system’s utility and precision.

The true strength of UnaGPT lies in its seamless integration across all academic disciplines. Historically, educational tools have been fragmented—requiring separate platforms for mathematics, languages, and other subjects. UnaGPT breaks these silos by consolidating everything into a single, unified system. Beyond integration, it excels at automating labor-intensive tasks, significantly reducing the administrative burden on educators. Furthermore, Una’s comprehensive training programs ensure that teachers feel empowered and confident rather than intimidated by this new technology.

The standout feature of UnaGPT is its ability to provide highly targeted feedback. For instance, if a specific sentence in a student's essay needs improvement, the system offers precise guidance tailored solely to that issue. This level of accuracy offers far greater practical value than the broad, generic advice typically provided by other AI platforms.

I choose UnaGPT because I have a lot of confidence in the system's privacy and data security. The support from the Una team for schools is very important, as teachers need time to adjust to new systems. What attracts me most about UnaGPT is that it is a single platform suitable for all subjects. Once students become familiar with one system, they won't need to learn another, making it easier for teachers to adapt. This also simplifies technical support within the school, making operations more efficient and smoother. UnaGPT can save teachers time in lesson planning, data analysis, and addressing individual differences. Thus, teachers can interact more with students and better understand their needs.

Even in small class settings, teachers must manage at least ten to twenty students, making it impossible to attend to each one adequately. AI could be helpful in providing a more personalized learning experience.

UnaGPT provides students with instant feedback, helping teachers quickly identify learning challenges and assisting students in personalized learning. The platform not only saves teachers' time on grading but, more importantly, enhances the efficiency of students' writing practice by offering specific and meaningful feedback. This enables students to understand areas for improvement and optimize their content, effectively strengthening their autonomous learning abilities.

UnaGPT is a tool that helps teachers evaluate students’ performance and enables students to self-learn. It is easy to use and can be utilized across multiple subjects.

I find that the Una team has strong research and development capabilities. Once they understood our various needs in the mathematics subject, they developed numerous customized solutions for schools, enabling us to utilize the platform in daily classes to facilitate teaching.

UnaGPT School Annual Subscription Plan (2026–2027 Academic Year)

UnaGPT Entry Standard Advanced Professional
Annual Fee (HKD) $4,920 $24,800 $49,200 $99,800
Individual Question AI Analysis
Text Answer100×/dayUnlimitedUnlimitedUnlimited
Writing100×/dayUnlimitedUnlimited
Math & Coding100×/dayUnlimited
Image Answer100×/day500×/day
Services
Bulk School Content Upload
Teacher Training1hr (Video)2hrs (Online)2hrs (On-site)2hrs (On-site)
Technical SupportOnline TextOnline TextPriorityPriority

* All plans include unlimited users, OCR conversion, class reports, and MC/fill-in-the-blank analysis. Unlimited usage is subject to fair use policy.

* Each school may apply for a free 7-day UnaGPT Professional trial.

Partners合作夥伴:香港大學計算與數據Science學院
Achievements獎項:香港ICT獎 2025 銅獎、Tech Singularity 2025 Smart City AI Content 亞軍