Understand how a student thinks.
Keep attempts, hints and follow-up questions. Beyond the score, see the point where a learner becomes unsure.
Turn assessment into teaching action.
Vispo guides students with personalized AI hints and turns their attempts and signs of confusion into practical teaching actions. Spend less time sorting through learning records, and more time supporting the students who need you.
Vispo · Beta waitlist open / Vispo Care · 30-day free trial
FROM LEARNING EVIDENCE TO TEACHER ACTION
Relevant hints for students. Clear evidence for teachers.
AI uses the question context and the student’s responses to guide practice. Attempts, follow-up questions and responses to hints become evidence teachers can use to locate a sticking point, check understanding and choose the next teaching step.
Explore the research on teacher interventionFROM CLASSROOM TO HOME
An answer is more than a score.
Scroll to follow the next stepVispo
The student's thinking
“The denominators are different. What should I do first?”
Guided practice leaves a trail of thinking.
Put the evidence in a teacher's hands.
Turn learning records into a sticking point and a practical next step. Teachers can continue the lesson with context.
Bring understanding home.
Vispo Care helps draft a class update. The teacher reviews it before sending, so parents understand today's progress and needs.
Vispo
AI assessment & learning support Beta
When a student stalls, a teacher knows where to begin.
An AI assessment platform for tutors and learning centers. AI supports students as they work, then hands teachers the evidence, the sticking point and a practical next step when help is needed.
- Create and review exams, reference answers and teaching guides
- Support practice and understand where students get stuck
- Turn assessment evidence into practical teaching actions
Beta access is by approval. Join the waitlist and enter once your request is approved and you receive an invite.
Adding fractionsReviewed
Question 1 · Calculation
½ + ¼ = ?
Reference answer¾
Teaching guide
Find a common denominator, then compare the size of each part.
Vispo Care
An operating system for education 30-day free trial
Bring classroom progress into the family conversation.
An operating system for teachers, schools and education organizations. AI workflows help draft class journals and parent messages, and track follow-ups. Teachers review messages before sending, alongside student and staff attendance, hours and payroll workflows.
- AI-assisted class journals, parent messages and follow-up tracking
- Teacher-approved updates that help families understand progress
- Student and staff check-in, attendance, hours and payroll
Sign in or create a Vispo Care account to start your free trial.
Today's learning updateAI draft
Today we practised adding fractions. Your child can identify fractions and is still working on common denominators. Next lesson, the teacher will use a fraction diagram and check their understanding.
Teacher approval before sharing
Follow-up: check common denominators next lesson.
Demo only. No messages are sent.
Behind the product
All technical notesAttendance recognition: three models, three distinct jobs
Vispo Care
YuNet, MiniFASNetV2 and SFace separate face detection, liveness evidence and identity matching.
From uploaded pages to editable questions
Vispo · OCR
Preserve page coordinates, group questions and align answers so every item can be checked against its source.
When should a teacher step in?
Research · CMU
CMU's Lumilo research offers a way to think about persistent difficulty and the evidence teachers need before intervening.
Meet the people building Vispo.
Vispo was founded by a software engineer and an experienced educator. We use AI to help teachers improve the quality of instruction, making it a practical and trusted assistant in the classroom. From Hsinchu, Taiwan, we build technology around the needs of real classrooms.
OUR VISION
Every interaction, a better understanding of the learner.
We want AI to learn from teacher–student interactions: to distinguish productive effort from persistent difficulty. By connecting questions, responses to hints and teacher feedback, we aim to better anticipate confusion and help teachers respond when support matters most.
Evidence for the decision. Agency for the teacher.
Training our own models and improving them iteratively is a research direction: turn teacher feedback and interaction signals into evaluation and training evidence, test how well models understand learners, then refine hints and the timing of alerts. Teachers retain control of instruction and intervention.
Start with one of your classes.
Tell us about your teaching and operations needs. We will help you explore a suitable setup.