Trade validation fell from 30 minutes to under 4 minutes using Codex and GPT-5.6. For capital-markets teams, this points to LLMs moving beyond developer assistance into time-sensitive operational workflows, where the payoff is faster exception handling and more scalable expert review without adding headcount.