Unlike routing libraries (LiteLLM, OpenRouter), PyInferenceManager is a workload orchestrator: Decomposes tasks into execution DAGs (multi-step workflows) Routes subtasks intelligently to local models, cloud APIs, caches, embedding models Optimizes automatically for cost (30-90% savings), latency, privacy, accuracy Adapts dynamically based on real-time provider performance and health Never exposes models to users — developers describe tasks, system picks engines