Riverin
Learning that flows with you.
A learning platform designed to turn effort into lasting progress. Personal to every learner. Connected to every teacher.
Learning is personal. The experience should be, too.
Riverin is designed around a simple idea: the learning experience should adapt to the person, not the other way around.
The same homework can leave one student bored and another overwhelmed. We’re building a learning experience that meets each learner where they are, and keeps adapting as they grow.
More progress from every minute of learning.
Meet the Riverin platform
Four connected spaces. One evolving understanding of each learner.
A learning loop, not a straight line
A continuously updated learner model connects knowledge, skills and learning evidence to the next step.
Start with what the learner needs.
Look beyond right or wrong. Knowledge and skill tasks help reveal what a learner understands, and where the next challenge or support belongs.
Initial information is a starting point, not a permanent judgment.
Product design · Illustrative content
Personal to the student. Actionable for the teacher.
Connect individual learning to classroom decisions. See independent performance separately from guided practice, then preview and adjust the next assignment.
Review class-wide needs, individual answers and help use over time. Lens private cognitive results stay outside the teacher workspace.
Product design · Illustrative contentAI supports the decision. Teachers stay in control.
Educators + researchers + engineers
Different disciplines. A shared commitment to better learning.
Institutions describe individual experience, not institutional endorsement or partnership.
Better learning starts with a conversation.
We’re connecting with investors, educators and partners who share our ambition: more progress from every minute of learning.
Rooted in Shanghai. Built to grow with learners.
Development & internal testing · September 2026