Can’t AI just build it in a weekend? Boards are asking, and the honest answer beats yes or no. AI writes code in minutes, but code was rarely the slow part: security, testing, accessibility, migration and sign-off are. Drawing on Rawnet’s experience as an ISO 42001-certified agency, this 20-minute session shows where AI genuinely speeds up delivery, where it quietly adds risk, and how the right guardrails help you go faster, not slower. You’ll leave with a straight answer for your board and the questions to ask before anything AI-built goes live.