Finance, procurement, and treasury teams are sitting on mountains of data—but large language models (LLMs) now make it possible to unlock insights at scale. We explain how batch LLM inference can drive efficiency, improve compliance, and optimise supplier relationships—plus how OpenAI and Amazon Bedrock stack up for enterprise use.