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University sports and international education·2026·USP · University Sports Program
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documents vectorized in its knowledge base

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.

AI chatbotVectorized knowledge baseAdvanced search

From problem to solution

  1. 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.

  2. 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

AI chatbot
Vectorized knowledge base
Advanced search
Outcome0+

Inside the project

WhatsApp conversation with USP's AI assistant: a user asks what SAT score is needed and the assistant answers with the recommended minimum scores and the other factors that affect admission

Measurable results

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Documents vectorized
Universities, processes and services
24/7
Availability
Clients across several time zones

Services used on this project

Tech stack used

  • OpenAI

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