Our solution
To address the project’s challenges, we implemented several key solutions.
Serverless architecture on GCP
We designed a fully serverless architecture on Google Cloud Run, with independent services for backend and frontend deployed as Docker containers. This enables automatic scaling based on demand, real pay-per-use, and zero infrastructure maintenance.
Generative AI with RAG
We integrated Vertex AI for generating micro-plans and adapted materials, combined with Vertex AI Search as the RAG engine over curriculum documents uploaded from the admin panel. Each AI response is based on the official educational regulations provided.
Analytics
We implemented Google Analytics 4 and Google Tag Manager to measure key interactions within the platform through personalized events that were not initially registered. We complemented the analysis with Hotjar to identify behaviors, friction points, and improvement opportunities in the teacher experience.
Experience design and digital product
We designed an experience centered on accessibility, visual clarity, and ease of use for teachers with a high operational load. Through iterative processes in Figma, we validated flows, visual components, and pedagogical structures focused on speed, personalization, and intuitive understanding.