As software teams adopt AI throughout the delivery lifecycle, establishing trust in the process becomes essential. This session explores practical approaches for integrating AI into the SDLC in a reliable, transparent and measurable way. We will demonstrate how tools such as GitHub Copilot can support code creation and review, how AI-assisted pull request analysis can improve quality gates, and how deployment tools like Flagger enable safe, automated rollouts driven by data rather than instinct. Attendees will gain a clear view of how to introduce AI into delivery workflows while maintaining confidence and engineering standards.