AI-first software delivery: why most companies sell productivity, not transformation
By Manish Kumar Babul
The difference between AI added to a delivery model and AI built into one, and why the outcomes are not comparable.
When AI arrived in software delivery two years ago, the promise was specific. Cycles would compress meaningfully, quality would improve, and the way software got built would change rather than simply move at a faster pace.


