Compound AI research addresses three core challenges: (1) Infrastructure Integration — connecting seamlessly with existing enterprise systems; (2) Work Orchestration — efficiently managing tasks and resource allocation across distributed components; (3) Cost-Effective Utilization — balancing latency, accuracy, expense, and availability.
