Exactly 4,000 employees at LSEG now use OpenAI tools to accelerate financial insights. The firm reports shorter release cycles and faster data-to-decision workflows. This deployment represents a standard enterprise scaling effort. Practitioners can view it as a case study in operationalizing LLMs within highly regulated financial environments.