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What we learn by shipping

Software, data, AI and the infrastructure that holds the three together. No hype, with the project number whenever we can publish it.

Data and AI

Why AI projects fail before the model

The conversation always starts with the algorithm. But what sinks most projects happens weeks earlier, in a place nobody wants to look: the data the company already has.

Thiago Sabara September 21, 2026 1 min read