
This integration represents a pivotal moment in the software development lifecycle where the focus shifts from basic automation to cognitive orchestration. Organizations are discovering that machine intelligence does not resolve fundamental process issues but instead exposes them, demanding a higher level of operational rigor than ever before. This research summary explores why the current landscape requires a deeper commitment to










