Toptal helps education technology company automate production of narrated video courses.
An EdTech company partnered with Toptal to turn its course-generation concept into a scalable AI platform that could automate previously manual content production.
Client
A US-based EdTech venture building an AI platform that turns source documents into narrated video courses.
Employees
Revenue
Industry
TechnologyDelivered Services
Get a free consultation now
Schedule a CallChallenge
The company had a strong vision for AI-generated courses but lacked the technical expertise to build it. Producing each course manually required scripting, narration, visuals, and video editing, making the process costly and difficult to scale.
Solution
AI Course Pipeline
Toptal built an agent-based pipeline that structured source documents around learning outcomes, using retrieval-augmented generation (RAG) to keep generated lessons grounded in the original material.
In-house Video Generation
The multimedia pipeline combined image, audio, and video generation, with ffmpeg replacing a costly third-party video tool to provide greater control and scalability.
Outcome
Automated Course Production
The completed platform transformed raw documents into fully narrated video courses automatically, replacing a production process that previously required multiple specialized contributors.
Demo-ready AI Product
With a functioning product rather than a concept, the company began demonstrating the platform to prospective partners across multiple business sectors.
Get a free consultation now
Schedule a Call