Featured · Aug 3, 2026
Research
Research notes, engineering work, and platform writing from the team. Relational models, temporal graphs, and the systems we put behind enterprise decisions.
What Avra's FDEs actually do, and why enterprise AI in Brazil doesn't work without consultative deployment
Why we built a Graph Foundation Model to understand the Brazilian SMB ecosystem — and how graph-based AI can decode the risk and potential of millions of companies traditional systems treat as a black box.
Reflections from the CEO on Avra's starting point — and on why the right question in credit is no longer whether to lend, but under what conditions the operation makes sense for the company at that moment.