Primary school example
Tahun 4 · Matematik · Pecahan · moderate difficulty. Discuss a draft set of 20 questions: 10 multiple-choice, 5 short-answer and 5 application questions, with an answer guide for teacher review.
HI CLASS AI · EDUCATION, WITH TEACHERS AT THE CENTRE
More support for teachers.
More room for every learner.
Bring lesson preparation, personalised practice, homework review and attendance into a more connected conversation. Explore AI assistance that gives educators a useful starting point, while teachers keep control of learning decisions.
Pioneer initiative · Discuss module availability, supported workflows and trial arrangements with our team. Scenarios below illustrate possible workflows and require confirmation for your institution.
FOUR CONNECTED AREAS OF SUPPORT
Start with the work your team does every day.
An effective AI conversation begins with a real need: preparing a lesson, understanding a learning gap, reviewing a task or recording an arrival. Choose a focused workflow before considering a wider rollout.
AI teaching & research assistance
Give preparation a useful first draft.
Explore this workflowPersonalised practice & learning pathways
Make the next practice task more purposeful.
Explore this workflowHomework review & feedback assistance
Spend the review time where judgement matters.
Explore this workflowFace recognition & attendance workflows
Connect arrivals with clearer administration.
Explore this workflowHI CLASS AI · AI teaching & research assistance
Give preparation a useful first draft.
Explore support for question preparation, lesson outlines and learning-resource organisation. A teacher can begin with a topic, intended level and lesson purpose, then review and adapt the material before using it with learners.
EXPLORE THE WORKFLOW
01Set the lesson goal
Choose the topic, class level and learning outcome. Add the material you have permission to use so the starting point reflects your classroom.
02Explore an AI-assisted draft
Review possible lesson structures, discussion prompts and differentiated activities. Use the suggestions as material to evaluate and adapt.
03Make it your own
Check the facts, language, level and classroom fit. The teacher chooses what to use, changes what needs work and leads the lesson.
Interactive concept · Illustrative workflow, not a live product demo.
Secondary school example
Tingkatan 4 · Fizik · Newton’s laws · 45-minute lesson. Explore an outline covering objectives, examples, an experiment activity, practice and discussion.
Topic-based discovery
Explore resources around a concept such as Pecahan or Newton, with content selected and checked by the teacher.
Difficulty and class context
Discuss how question difficulty can be adjusted for different learning stages rather than assuming one draft fits every class.
Reusable preparation
Explore a working library of reviewed materials that teachers can reuse, annotate and improve over time.
WHAT YOUR TEAM SHOULD REVIEW
Confirm curriculum coverage, content languages, export options and the teacher-review process for the selected module.
HI CLASS AI · Personalised practice & learning pathways
Make the next practice task more purposeful.
Explore ways to turn assessment information into more focused practice. Teachers can discuss a learner’s current understanding, review suggested activities and adapt the next step rather than treating a recommendation as a fixed judgement.
EXPLORE THE WORKFLOW
01Find a useful starting point
Use teacher observations and appropriate assessment evidence to identify the skill a learner needs to practise next.
02Choose a practice pathway
Explore a focused activity, a simpler scaffold or an extension task. Adjust the level and wording to suit the learner.
03Review the next step together
Look at the learner’s work and discuss what helped. The teacher decides whether to revisit the concept, offer support or move forward.
Interactive concept · Illustrative workflow, not a live product demo.
Focused practice example
A fictional learner scores 38% on improper fractions and 82% on fraction addition. An illustrative practice plan might contain 6 targeted questions and 2 mixed questions, with the teacher checking that the activity matches the learning need.
A scaffolded pathway
Explore a sequence of a short concept explanation, five foundation questions and a review before moving to more demanding tasks. Progression criteria should be agreed by the educator.
Learning-gap visibility
Discuss a clear view of strengths and developing areas, supported by actual learner work.
Adjustable challenge
Review how the level of practice could change when a learner is ready or needs another explanation.
A class-wide perspective
Explore summaries that help a teacher choose a useful topic for the next explanation or class discussion.
WHAT YOUR TEAM SHOULD REVIEW
Confirm the evidence used, the supported subjects and how teachers can review or override suggested next steps.
HI CLASS AI · Homework review & feedback assistance
Spend the review time where judgement matters.
Explore assistance with objective questions, initial writing feedback and summaries of recurring difficulties. The useful outcome is a clearer review process: educators check the results, understand exceptions and decide what to explain next.
EXPLORE THE WORKFLOW
01Define the review criteria
Start with the task and a clear rubric. Confirm which answer formats can be supported before planning a trial.
02Explore feedback suggestions
Use AI-assisted comments or flags as prompts for review. Check reasoning, examples and the learner’s original response.
03Approve the feedback
The educator verifies accuracy, tone and fairness before sharing feedback. Final judgements and marks stay with the teacher.
Interactive concept · Illustrative workflow, not a live product demo.
Objective-question review
Discuss a sample exercise containing 30 multiple-choice and 15 short-answer questions. Compare the complete workflow, including answer-key checks and exceptions, rather than relying on a headline speed claim.
Initial writing feedback
Use a fictional 150-word composition such as My Favourite Festival to discuss grammar, vocabulary, structure and content feedback that a teacher can review.
A class discussion starting point
Explore a summary of frequently missed questions, then use learner work to decide whether the issue is wording, a concept or a calculation step.
Reviewable results
Keep the teacher’s approval step and a way to correct an unsuitable or incorrect suggestion.
Useful reporting
Discuss available Excel or PDF outputs and which details your institution needs to review.
From errors to teaching choices
Use patterns as a reason to investigate, then choose practice or an explanation using teacher judgement.
WHAT YOUR TEAM SHOULD REVIEW
Confirm supported question formats, answer-key handling, reporting options and the review responsibility before a trial.
HI CLASS AI · Face recognition & attendance workflows
Connect arrivals with clearer administration.
Explore contactless attendance alongside family notifications, lesson records and reporting. Plan the complete routine, including staff assistance, record corrections and the selected device’s behaviour during a network interruption.
EXPLORE THE WORKFLOW
01Record the arrival
Follow the agreed check-in routine at the selected device. Provide assistance and a suitable fallback when a recognition attempt needs review.
02Reconcile the attendance record
An authorised staff member reviews exceptions, confirms corrections and checks that the record matches the actual situation.
03Share the right update
Use supported reports or notifications to keep the relevant people informed. Confirm device, connectivity and notification options during your walkthrough.
Interactive concept · Illustrative workflow, not a live product demo.
Arrival and departure records
Discuss a supervised check-in and check-out routine for students and staff, with a clear fallback when an event needs assistance.
Family communication
Explore supported notification channels, the meaning of each event and how a family can query an apparent mismatch.
Attendance and lesson summaries
Discuss reporting and lesson-balance workflows, including late arrival, early departure and absence categories as configured for the institution.
Device and site fit
Confirm recognition conditions, placement and available assistance with the selected device provider.
Continuity and corrections
Verify offline and synchronisation behaviour rather than assuming all devices work in the same way.
Responsible information handling
Review the institution’s approved participation, access and information-handling arrangements with responsible staff.
WHAT YOUR TEAM SHOULD REVIEW
Confirm device capabilities, notification channels, lesson-accounting rules and information responsibilities with our team.
KSSR · KSSM · SPM · UASA
A starting point for Malaysian education
Discuss examples involving KSSR primary learning, KSSM secondary subjects, and SPM or UASA-style practice. BM, Chinese and English content needs, curriculum alignment and the review process should be confirmed with the team. Teachers remain responsible for checking the final teaching material.
Bahasa Melayu中文English
A BETTER WORKFLOW FOR YOUR WHOLE COMMUNITY
Technology that supports people, not just tasks.
For teachers
Begin with a draft, a clearer set of observations or a focused review task. Keep the time to check, adapt and explain the material to the class.
For principals and centre owners
Connect the AI discussion to an institutional need. Review staff readiness, ownership, supported modules and the evidence you need before expanding a pilot.
For families and learners
Aim for clearer explanations, more purposeful practice and understandable school updates. Discuss how families can ask questions and how educators review suggestions.
FROM FIRST IDEA TO A WORKING ROUTINE
A thoughtful path to your AI pilot.
Begin with a bounded pilot and clear review responsibilities. A short, well-defined trial can help your team understand the workflow, its limits and the support needed before a wider change.
Choose one practical starting point
Tell us about your institution, the people involved and the task that currently takes effort. Start with a specific teaching or administrative workflow.
Review the available solution
Discuss module scope, language and curriculum needs, device requirements where relevant, and any setup or support arrangements.
Run a bounded pilot
Agree who participates, who checks the output and what to do when a result needs correction. Use fictional information during early training where possible.
Review before expanding
Collect real workflow feedback from educators and administrators. Review usefulness, remaining effort and limitations before choosing the next stage.
BUILT AROUND EDUCATIONAL JUDGEMENT
Keep the human decisions visible.
Teachers make the final teaching decision
A generated draft or recommendation is a starting point for professional review. Teachers need a way to correct, adapt and explain the final material.
Use information for a defined purpose
Discuss what information a workflow needs, who may access it and how your institution’s approved processes apply before using real records.
Review the whole working routine
Include preparation, checking, corrections and support in the evaluation. Do not judge a workflow only by the speed of its first output.
YOUR QUESTIONS, ANSWERED
A little more clarity before you begin.
What is Hi Class AI assistance?
It is an initiative exploring support for teaching preparation, personalised practice, homework review and attendance workflows. Contact our team to confirm available modules and the appropriate scope for your institution.
Is this suitable for a tuition centre or kindergarten?
Tell us your institution type and the task you want to improve. Schools, tuition centres and other learning institutions may have different curriculum, reporting and attendance needs, so the proposed workflow should be discussed individually.
Will AI replace the teacher’s judgement?
The proposed approach keeps educators responsible for reviewing content and learning decisions. AI assistance can help produce a draft or organise information; the teacher checks accuracy, suitability and the next teaching step.
Which languages and curricula can we discuss?
Discuss BM, Chinese and English content needs, together with KSSR, KSSM, SPM or UASA-style examples where relevant. Confirm the actual supported coverage and review process with the team before planning a trial.
Does every module require a face recognition device?
Teaching and review workflows should be discussed separately from attendance hardware. Device requirements apply to the selected attendance solution; our team can clarify what is needed for the modules you want to explore.
How should we judge the value of a pilot?
Choose a real workflow, record a practical starting point and include the time needed for checking and corrections. Ask staff whether the result is useful and review limitations before expanding the rollout.
Are the examples performance guarantees?
No. Examples show how a workflow could be discussed; they are not deployment results or guaranteed timings. Confirm supported features, configuration and any commercial terms directly with Hi Class.
How do we get started?
Use the enquiry form to share your institution and contact details, and mention the modules or questions you have. The team can discuss an appropriate next step, availability and any trial or setup requirements.
HI CLASS AI
Explore the Hi Class AI initiative
Tell us about your institution and the workflows you want to explore. Our team can discuss the appropriate next step and available modules.