Case study · SaaS Platform & AI
Contour Education
AI-powered adaptive learning SaaS platform for K-12 education providers with COPPA compliance.
- Timeline
- 18 weeks
- Stack
- React · Python · AWS
- concurrent users
- 10×
- lower infrastructure cost
- 40%
- better learning outcomes
- 23%

The challenge
Contour Education needed a scalable SaaS platform using AI to personalize learning paths for K-12 students. Their MVP had reached product-market fit but couldn't handle growing demand. They needed multi-tenant architecture, real-time progress analytics, and COPPA-compliant data handling while maintaining the adaptive learning engine.
What we built
We re-architected the platform from monolith to microservices, implemented AI-driven adaptive content delivery, and built real-time dashboards for educators. The system supported 10x concurrent users, reduced infrastructure costs by 40%, and improved student learning outcomes by 23% as measured by standardized test performance.
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