Modern AI companies aren’t just API wrappers; they’re building complex orchestration systems that handle tool discovery, context window optimization, multi-modal data integration, state persistence, and real-time verification flows.
This architectural evolution creates both new opportunities and new challenges for building sustainable competitive advantages.
The companies that thrive will be those that understand how to build defensible moats within this protocol-driven ecosystem.
Let’s see how.
