A 68 percent reduction in launch production hours was achieved by integrating ChatGPT Work and Codex, compressing weeks of release preparation into days. For engineering teams, this demonstrates that embedding enterprise LLM tools directly into the delivery pipeline successfully bypasses design resource bottlenecks under tight deadlines. This makes LLM-assisted workflow automation a highly viable strategy to accelerate time-to-market without diverting core developer bandwidth from production systems.