Paulo Martins

Artificial intelligence can accelerate implementation. But speed without independent validation can also accelerate errors, unclear scope and decisions that are difficult to reverse. The engineering challenge is not only to produce code faster. It is to build a process in which intent, implementation, review, testing, evidence and human ownership remain visible. This article describes the … Read more

There’s a seductive illusion in digital business today: the idea that more data and more AI automatically lead to better decisions.   They don’t.   It isn’t a lack of information that paralyzes most people and teams. It’s the gap between knowing and doing. Between having an insight and turning it into coordinated action. Between … Read more