Every phase of the software lifecycle now has an AI assistant pointed at it. Business analysts draft user stories with one. Architects sketch options with another. Developers generate code, testers generate cases, reviewers get automated comments.

And yet, at the level of the whole delivery pipeline, throughput has barely moved.