Enterprise AI is shifting from isolated answers to longer workflows. New agent products promise to gather context, use company tools and return a completed result rather than a suggestion.
The opportunity is large, but so is the operational work. Portuguese companies evaluating agents need clear permissions, audit trails and a definition of where a human remains responsible.
The most useful pilots begin with narrow, reversible processes. They create evidence about reliability before the organisation places an agent in a higher-impact workflow.