Generative AI is production-ready for content drafting, code scaffolding, design ideation, and synthetic data generation. It speeds creative iteration, automates routine copy tasks, and assists developers with boilerplate code. Success depends on guardrails: prompt engineering, human review, and quality checks. When integrated responsibly, generative models amplify human productivity