One-size-fits-all falls short
The same explanation and pace will not work for every child.
AI-powered adaptive learning · Classes 1–8
Learning that adapts to every curious mind
Turn school curriculum into visual explanations, conversations, hands-on activities and learning pathways that respond to how each child understands.
Private pilot · Planned cohort: 20–30 studentsBuilt for thoughtful, measurable learning
Let’s find the way you learn best.
WatchSee ideas come alive
Ask MiliGet help in the moment
Adaptive pathBuilt around your progress
Designed for real learning, not passive screen time
✓ Curriculum-grounded✓ Child-safe by design✓ Human-reviewed content
Why CurioLab
Every learner is different.
The lesson should be too.
CurioLab responds as they learn
Learning signals help identify where a child needs support, offer another explanation and revisit concepts through practice.
One idea · Four ways in
Learning becomes something children do
Watch
See abstract ideas through animations and visual explanations.
Talk
Ask questions and explain ideas with learning companion Mili.
Explore
Connect each concept to everyday examples.
Make
Put ideas into practice with an activity, experiment or sketch.
Built and working
Inside CurioLab.
From concept to understanding.
Explore a working lesson preview. Click any screenshot to enlarge it.
Try a live lesson preview
Explore light and reflection
- See the incident and reflected rays move together.
- Pause to compare the angles.
- Connect the visual to the rule.
Chapter 10 · Light
The law of reflection
● Live animationWatchTalkExploreMake
Incident ray Reflected ray∠i = ∠r
The ray moves. The rule stays the same.
Both angles are measured from the dotted normal.
Learner experience
Beyond Watch
Ask, explain and put ideas into practice.
Technology behind the learning
CurioLab combines curriculum processing, AI-assisted lesson creation, conversational tutoring, learner knowledge modelling and learning analytics to adapt the experience for each learner.
- Curriculum intelligence
- AI-assisted lesson generation
- Conversational tutoring
- Learner knowledge modelling
- Learning analytics
Creator Studio
Behind CurioLab
Curriculum-led. Human-reviewed.
Educators use AI-assisted tools to create curriculum-aligned lessons and review content before it reaches learners.
Curriculum → AI-assisted lesson creation → Human review → Learner experience → Learning signals
For parents
A clearer picture of learning
See completed activities, next steps and concepts that may need another look through the learner home and knowledge map.
Our team
Built in India.
Currently in private pilot.
Founded by Ambarish Banerjee and Tanya Patel, with a focus on learning science, curriculum design and responsible AI.
Our planned pilot cohort of 20–30 students will help us evaluate engagement and understanding with their families.
Ambarish Banerjee
Co-founder
B.Tech., 2021
IIT Bhubaneswar
Tanya Patel
Co-founder
B.Tech., 2023
HITK
Before you join
Questions from curious families
Who is CurioLab for?
CurioLab is for learners in Classes 1–8 and their families.
What happens if my child does not understand?
They can choose “Explain differently” or ask Mili for help before moving on.
Is it just watching videos?
No. Children also ask questions, explore examples and try activities of their own.
Can we start using CurioLab today?
Access is currently limited to the private pilot. Request early access below to hear about participation and availability.
Early access
Help shape the next generation of learning
We’re inviting a small group of learners, parents, educators and pilot partners to experience CurioLab early.