The article introduces Declarative Data Services (DDS), a new architecture designed to improve the process of composing data systems by leveraging structured agentic discovery from user intent. This approach reportedly outperforms traditional methods in real-world applications, particularly in trading-backend workloads, by effectively managing runtime failures and knowledge flow.