Trading bots and AI agents run on data. A bot needs prices, wallet context, and execution rails. An agent needs the same data exposed as callable tools. Nearly all of it arrives through APIs. But no single API covers every automated workload. A signal bot needs fast aggregated prices. A portfolio-aware agent needs wallet and DeFi context. A rebalancing bot needs to convert assets without exchange accounts. Most production systems combine a data layer with an execution rail.