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Instituto PROA, a Brazilian nonprofit, has increased its program enrollment by 60x to 35,000 students per year by automating job preparation processes with Llama and Oracle Cloud Infrastructure. The AI assistant saves staff time and ensures consistency in the information provided, allowing them to focus on individual student support. The organization is exploring further enhancements, such as integrating multimodal capabilities and tool-calling features to automate parts of the candidate preparation process.

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