System One Lite is a local LLM project that converts language models into typed decision engines, eliminating free-form text generation in favor of direct probability scores for predefined options. It runs on Apple silicon using open-weight models and returns structured answers without generated tokens, designed for routing, ranking, and classification tasks in software systems.