AI-for-SMEs Avra

Brazilfintech

Avra is a Brazilian AI lab that builds a predictive platform for enterprise decisions using a Graph Foundation Model pre-trained on the relational economy. The company addresses the problem that important enterprise decisions—such as extending credit, detecting fraud, and predicting growth—depend on relationships that traditional models cannot capture. Its product pre-trains a model on a temporal knowledge graph of companies, individuals, and events, then fine-tunes it inside each customer's workspace to improve existing decision systems for credit, fraud, growth, and monitoring. Avra targets enterprise customers, primarily in Brazil, and has raised $2 million in funding from MAYA Capital, Norte Ventures, and Sequoia Scout. Founded in 2024 and headquartered in São Paulo, the company operates with a remote-first team of approximately 20 people.

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