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Case study 02 / AI

AreebAI

An adaptive AI learning and training platform with multilingual, metered access.

Status
Ongoing
Domain
AI, SaaS, EdTech
AreebAI

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