AreebAI
An adaptive AI learning and training platform with multilingual, metered access.
- Ongoing
- AI, SaaS, EdTech

AreebAI is an adaptive learning and training platform: AI-driven learner experience on one side, and the subscription, token-control and billing machinery that makes metered AI usage viable on the other.
Context
Adaptive learning is the easy half to demo and the hard half to operate. The moment a product puts a model in front of learners, consumption becomes a business problem: someone has to meter it, price it and cap it.
Problem
Learner experience and unit economics pull in opposite directions. Generous AI interaction is what makes the product work; uncapped AI interaction is what makes it unaffordable. The platform has to hold both.
Users
Learners working through adaptive material, and administrators running programmes.
Solution
An adaptive learner experience with a multilingual surface, backed by subscription tiers, token controls, and payment and invoicing flows — plus a distinct administrative experience for the people running the programmes.
Key features
- Adaptive AI learning and training flows
- Multilingual learner experience
- Subscription tiers with token-level controls
- Payments and invoicing
- Separate learner and administrator experiences