AI changed software development. Now it must change delivery.

AI can now write and refactor code faster than most teams can on their own. The challenge for technical leaders is making sure this speed does not create more risk, rework or pressure on teams. This report outlines the gaps many organizations face, including unclear architecture, rising security issues, uneven workflows and stalled modernization efforts. You’ll learn how to align AI work with standards, catch issues earlier, manage cost, modernize safely and give teams better visibility across systems.