An assistant that has read the thousand documents nobody reads
A support assistant available around the clock, backed by more than 1,000 vectorized files on universities, recruitment processes and services.
From problem to solution
- 01 · The challenge
Getting into a US university involves hundreds of variables: requirements per sport, deadlines, divisions, scholarships, academic demands.
All that information sat in internal documents, and every client question burned an advisor's time searching through them.
- 02 · What we did
We vectorized more than a thousand files and built an assistant that answers from that base, not from what the model thinks it remembers.
It also runs advanced search across the university databases. It is available at any hour, which in a company with clients across time zones is not a minor detail.
How it comes together
Inside the project

Measurable results
Services used on this project
Tech stack used
- OpenAI
Want something like this for your business?
Tell us about the challenge. In a first call we work out whether we are a good fit and how we could work together.
Ready to work together?
Schedule a meeting or tell us about your project. We respond quickly, no strings attached.