Prompt engineering changes dramatically once AI systems move into production. This article explores the real risks, measurable metrics, and governance practices engineering teams must adopt to use AI safely, reliably, and at scale. Learn how to treat prompts as production assets, manage AI-driven risks, and build sustainable AI workflows.