Learning that flows with you.
A learning platform that adapts the whole learning experience to each learner, and keeps adapting as they grow.
The same assignment can feel repetitive to one student and overwhelming to another.
Among 50,000 high school students surveyed:
said they had too much homework.
Source
Challenge Success, 2018–2020 surveys; 2020 report.
Calculated as 100% − 33%: the report says 33% felt homework contributed to learning in most or all of their classes.
Read the reportdid not feel homework helped them learn in most or all classes.
Riverin guides each learner’s next step based on what they know, how they respond, and the support they need.
Starting with AP® science subjects
Riverin is an AI-native platform for student learning and teacher support, designed to adapt continuously to each learner.
Lens
An optional cognitive assessment creates an initial learner profile, guiding early personalization and informing diagnosis. The profile keeps evolving as learners work through Path, with new evidence informing the next task and support.
For students Path
Diagnosis uses a knowledge–skills matrix to identify learning needs. These findings and the learner profile guide targeted practice and support. New questions in different contexts check independent application without hints. Knowledge review uses intervals adjusted to performance; skills are reviewed periodically through new tasks. Responses, support use and independent performance continuously update the profile to guide the next task, support level and review.
For students Desk
Riverin Desk turns individual progress and shared class needs into teacher insights, personalized homework and suggested lesson plans.
For educators Library
Relevant articles and videos support understanding during learning. Resources are suggested when they fit the task, and learners choose whether to use them.
ResourcesThese previews show Riverin’s current product design. Research to evaluate learning outcomes is planned.
Explore how Riverin adapts to each learner and supports teachers along the way.
Product video coming soon
Illustrative product design · Not a live learning session
