Artificial intelligence is not, by itself, the salvation or the ruin of agile management: it magnifies the conditions that already exist in the team. Where there are good practices, a culture of quality and solid foundations, assistance strengthens the flow of work and accelerates the delivery of value; where there are fragile processes, technical debt and broken coordination, it exposes and aggravates those problems, which now show up harder and faster. The same tool produces opposite results depending on the starting point: assistance does not fix teams; it amplifies them. That is why the mechanisms that let a team see early what is happening and correct in time —transparency, frequent inspection, adaptation— do not lose value with artificial intelligence: they gain it.
Want to keep pulling the thread? This topic unfolds in Agile Bedrock.