LLM Judgment for Document Pipelines: Bounded Pools and Typed Verdicts
Each seller handles accounts at a set of companies and needs to know when something happens at one of them: a product launch, leadership change, new contract, or funding round. The pipeline reads the day's incoming news and sends each seller a short email with the handful of articles worth their time about the companies they cover.