Toptal helps homeschooling platform startup launch an AI-powered full-stack back end.
An education technology startup partnered with Toptal to launch an AI-powered platform that helps parents find resources and create personalized learning plans.
Client
A US-based education technology startup helping parents discover and organize homeschooling resources.
Industry
Educational ServicesDelivered Services
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Schedule a CallChallenge
The startup’s initial application suffered from incomplete features, security vulnerabilities, and an unreliable technical foundation. It needed a secure, scalable platform with AI-powered resource discovery and subscription management.
Solution
AI-powered Resource Discovery
Toptal developed a retrieval-augmented generation (RAG) search system using OpenAI embeddings, Supabase pgvector, and Vercel’s AI SDK, enabling parents to discover relevant educational resources through natural-language conversations.
Full-stack Platform Development
Toptal built the Next.js front end and Supabase back end, implementing PostgreSQL row-level security, user authentication, and Stripe subscription management to support secure access and recurring billing.
Outcome
Successful MVP Launch
The startup launched a functional AI-powered platform that enables parents to discover, curate, and organize educational resources into personalized learning plans, replacing its incomplete application with a production-ready product.
Subscription-ready Business Model
Integrated subscription billing and access controls enabled the founder to begin acquiring users, collecting feedback, and developing the business beyond its initial MVP.
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